UCL Discovery
UCL home » Library Services » Electronic resources » UCL Discovery

Browse by UCL Departments and Centres

Group by: Author | Type
Number of items: 170.

Article

Adamson, A; Portas, L; Accordini, S; Marcon, A; Jarvis, D; Baio, G; Minelli, C; (2022) Communication of personalised disease risk by general practitioners to motivate smoking cessation in England: A cost-effectiveness and research prioritisation study. Addiction , 117 (5) pp. 1438-1449. 10.1111/add.15773. Green open access
file

Adeleke, M; Baio, G; O'Keeffe, A; (2022) Regression discontinuity designs for time-to-event outcomes: An approach using accelerated failure time models. Journal of the Royal Statistical Society Series A: Statistics in Society , 185 (3) pp. 1216-1246. 10.1111/rssa.12812. Green open access
file

Alexopoulos, Angelos; Dellaportas, Petros; Titsias, Michalis K; (2022) Variance Reduction for Metropolis-Hastings Samplers. Statistics and Computing , 33 , Article 6. 10.1007/s11222-022-10183-2. Green open access
file

An, S; Liao, Q; Lu, Z; Xue, J-H; (2022) Efficient Semantic Segmentation via Self-Attention and Self-Distillation. IEEE Transactions on Intelligent Transportation Systems 10.1109/tits.2021.3139001. (In press). Green open access
file

Argiento, R; De Iorio, M; (2022) Is infinity that far? A Bayesian nonparametric perspective of finite mixture models. Annals of Statistics , 50 (5) pp. 2641-2663. 10.1214/22-AOS2201. Green open access
file

Avraam, Demetris; Jones, Elinor; Burton, Paul; (2022) A deterministic approach for protecting privacy in sensitive personal data. BMC Medical Informatics and Decision Making , 22 (1) , Article 24. 10.1186/s12911-022-01754-4. Green open access
file

Bakalos, Nikolaos; Kaselimi, Maria; Doulamis, Nikolaos; Doulamis, Anastasios; Kalogeras, Dimitrios; Bimpas, Mathaios; Davradou, Agapi; ... Rossi, Luca; + view all (2022) STAMINA: Bioinformatics Platform for Monitoring and Mitigating Pandemic Outbreaks. Technologies , 10 (3) , Article 63. 10.3390/technologies10030063. Green open access
file

Beskos, A; Kamatani, K; (2022) MCMC Algorithms for Posteriors on Matrix Spaces. Journal of Computational and Graphical Statistics , 31 (3) pp. 721-738. 10.1080/10618600.2022.2058953. Green open access
file

Boom, Willem van den; Beskos, Alexandros; Iorio, Maria De; (2022) The G-Wishart Weighted Proposal Algorithm: Efficient Posterior Computation for Gaussian Graphical Models. Journal of Computational and Graphical Statistics , 31 (4) pp. 1215-1224. 10.1080/10618600.2022.2050250. Green open access
file

Boom, Willem van den; De Iorio, Maria; Beskos, Alexandros; (2022) Bayesian Learning of Graph Substructures. Bayesian Analysis 10.1214/22-BA1338. (In press). Green open access
file

Boom, Willem van den; Jasra, Ajay; De Iorio, Maria; Beskos, Alexandros; Eriksson, Johan G; (2022) Unbiased approximation of posteriors via coupled particle Markov chain Monte Carlo. Statistics and Computing , 32 , Article 36. 10.1007/s11222-022-10093-3. Green open access
file

Buckman, JEJ; Saunders, R; Arundell, L-L; Oshinowo, ID; Cohen, ZD; O'Driscoll, C; Barnett, P; ... Pilling, S; + view all (2022) Life events and treatment prognosis for depression: A systematic review and individual patient data meta-analysis. Journal of Affective Disorders , 299 pp. 298-308. 10.1016/j.jad.2021.12.030. Green open access
file

Buxton, A; Diana, A; Matechou, E; Griffin, J; Griffiths, RA; (2022) Reliability of environmental DNA surveys to detect pond occupancy by newts at a national scale. Scientific Reports , 12 , Article 1295. 10.1038/s41598-022-05442-1. Green open access
file

Caron, A; Baio, G; Manolopoulou, I; (2022) Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation. Journal of Computational and Graphical Statistics 10.1080/10618600.2022.2067549. (In press). Green open access
file

Caron, A; Manolopoulou, I; Baio, G; (2022) Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review. Journal of the Royal Statistical Society: Series A (Statistics in Society) 10.1111/rssa.12824. (In press). Green open access
file

Caron, Alberto; Baio, Gianluca; Manolopoulou, Ioanna; (2022) Counterfactual Learning with Multioutput Deep Kernels. Transactions of Machine Learning Research , 2022 (11) , Article 235. Green open access
file

Castro-Gutierrez, Victor; Hassard, Francis; Vu, Milan; Leitao, Rodrigo; Burczynska, Beata; Wildeboer, Dirk; Stanton, Isobel; ... Di Cesare, Mariachiara; + view all (2022) Monitoring occurrence of SARS-CoV-2 in school populations: A wastewater-based approach. PLoS One , 17 (6) , Article e0270168. 10.1371/journal.pone.0270168. Green open access
file

Catto, James WF; Khetrapal, Pramit; Ambler, Gareth; (2022) Effect of Robot-Assisted Radical Cystectomy vs Open Radical Cystectomy on 90-Day Morbidity and Mortality Among Patients With Bladder Cancer—Reply. Journal of the American Medical Association , 328 (12) p. 1258. 10.1001/jama.2022.13600.

Catto, James WF; Khetrapal, Pramit; Ricciardi, Federico; Ambler, Gareth; Williams, Norman R; Al-Hammouri, Tarek; Khan, Muhammad Shamim; ... iROC Study Team; + view all (2022) Effect of Robot-Assisted Radical Cystectomy With Intracorporeal Urinary Diversion vs Open Radical Cystectomy on 90-Day Morbidity and Mortality Among Patients With Bladder Cancer: A Randomized Clinical Trial. Jounal of the American Medical Association 10.1001/jama.2022.7393. (In press).

Chen, Jiacheng; Gao, Bin-Bin; Lu, Zongqing; Xue, Jing-Hao; Wang, Chengjie; Liao, Qingmin; (2022) APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation. IEEE Transactions on Multimedia 10.1109/tmm.2022.3174405. (In press). Green open access
file

Chen, Y; Wang, T; Samworth, R; (2022) High-dimensional, multiscale online changepoint detection. Journal of the Royal Statistical Society Series B: Statistical Methodology 10.1111/rssb.12447. (In press). Green open access
file

Cipriani, Alessandra; Hirsch, Christian; Vittorietti, Martina; (2022) Topology-based goodness-of-fit tests for sliced spatial data. Computational Statistics & Data Analysis , Article 107655. 10.1016/j.csda.2022.107655. Green open access
file

Cooles, Faye AH; Tarn, Jessica; Lendrem, Dennis W; Naamane, Najib; Lin, Chung Ma; Millar, Ben; Maney, Nicola J; ... Isaacs, John D; + view all (2022) Interferon-α-mediated therapeutic resistance in early rheumatoid arthritis implicates epigenetic reprogramming. Annals of the Rheumatic Diseases 10.1136/annrheumdis-2022-222370. (In press). Green open access
file

Coullon, J; Pokern, Y; (2022) Markov chain Monte Carlo for a hyperbolic Bayesian inverse problem in traffic flow modeling. Data-Centric Engineering , 3 , Article e4. 10.1017/dce.2022.3. Green open access
file

Dellaportas, P; Alexopoulos, A; Papaspiliopoulos, O; (2022) Bayesian prediction of jumps in large panels of time series data. Bayesian Analysis 10.1214/21-BA1268. (In press). Green open access
file

DiazOrdaz, K; (2022) Discussion on: Instrumented difference-in-differences, by Ting Ye, Ashkan Ertefaie, James Flory, Sean Hennessy and Dylan S. Small. Biometrics 10.1111/biom.13785. (In press). Green open access
file

Dogucu, Mine; Çetinkaya-Rundel, Mine; (2022) Tools and Recommendations for Reproducible Teaching. Journal of Statistics and Data Science Education , 30 (3) pp. 251-260. 10.1080/26939169.2022.2138645. Green open access
file

Ehara, Ayao; Salmanidou, Dimitra M; Heidarzadeh, Mohammad; Guillas, Serge; (2022) Multi-level emulation of tsunami simulations over Cilacap, South Java, Indonesia. Computational Geosciences 10.1007/s10596-022-10183-1. (In press). Green open access
file

Enne, Virve I; Aydin, Alp; Baldan, Rossella; Owen, Dewi R; Richardson, Hollian; Ricciardi, Federico; Russell, Charlotte; ... INHALE WP1 Study Group; + view all (2022) Multicentre evaluation of two multiplex PCR platforms for the rapid microbiological investigation of nosocomial pneumonia in UK ICUs: the INHALE WP1 study. Thorax 10.1136/thoraxjnl-2021-216990. (In press). Green open access
file

Fabbri, Camilla; Powell-Jackson, Timothy; Leurent, Baptiste; Rodrigues, Katherine; Shayo, Elizabeth; Barongo, Vivien; Devries, Karen M; (2022) School violence, depression symptoms, and school climate: a cross-sectional study of Congolese and Burundian refugee children. Conflict and Health , 16 , Article 42. 10.1186/s13031-022-00475-9. Green open access
file

Filippou, P; Marra, G; Radice, R; Zimmer, D; (2022) Estimating the Impact of Medical Care Usage on Work Absenteeism by a Trivariate Probit Model with Two Binary Endogenous Explanatory Variables. AStA Advances in Statistical Analysis 10.1007/s10182-022-00464-6. (In press). Green open access
file

Follain, B; Wang, T; Samworth, RJ; (2022) High-dimensional changepoint estimation with heterogeneous missingness. Journal of the Royal Statistical Society: Series B (Statistical Methodology) , 84 (3) pp. 1023-1055. 10.1111/rssb.12540. Green open access
file

Fukui, Kazuhiro; Sogi, Naoya; Kobayashi, Takumi; Xue, Jing-Hao; Maki, Atsuto; (2022) Discriminant feature extraction by generalized difference subspace. IEEE Transactions on Pattern Analysis and Machine Intelligence 10.1109/tpami.2022.3168557. (In press). Green open access
file

Gabrio, A; Gunsoy, NB; Baio, G; Martin, A; Paly, VF; Risebrough, N; Halpin, DMG; ... Ismaila, AS; + view all (2022) Single-Inhaler Triple Therapy in Patients with Advanced COPD: Bayesian Modeling of the Healthcare Resource Utilization Data and Associated Costs from the IMPACT Trial. International Journal of COPD , 17 pp. 1633-1642. 10.2147/COPD.S342244. Green open access
file

Ghione, Paola; Palomba, M Lia; Ghesquieres, Hervé; Bobillo, Sabela; Patel, Anik R; Nahas, Myrna; Kanters, Steve; ... Gribben, John; + view all (2022) Treatment patterns and outcomes in relapsed/refractory follicular lymphoma: results from the international SCHOLAR-5 study. Haematologica 10.3324/haematol.2022.281421. (In press). Green open access
file

Ghione, Paola; Palomba, M Lia; Patel, Anik R; Bobillo, Sabela; Deighton, Kevin; Jacobson, Caron A; Nahas, Myrna; ... Gribben, John G; + view all (2022) Comparative effectiveness of ZUMA-5 (axi-cel) vs SCHOLAR-5 external control in relapsed/refractory follicular lymphoma. Blood , 140 (8) pp. 851-860. 10.1182/blood.2021014375. Green open access
file

Giles, Daniel; Gailler, Audrey; Dias, Frédéric; (2022) Automated Approaches for Capturing Localized Tsunami Response—Application to the French Coastlines. Journal of Geophysical Research: Oceans , 127 (6) , Article e2022JC018467. 10.1029/2022jc018467. Green open access
file

Gomes, Manuel; Latimer, Nick; Soares, Marta; Dias, Sofia; Baio, Gianluca; Freemantle, Nick; Dawoud, Dalia; ... Grieve, Richard; + view all (2022) Target Trial Emulation for Transparent and Robust Estimation of Treatment Effects for Health Technology Assessment Using Real-World Data: Opportunities and Challenges. PharmacoEconomics , 40 pp. 577-586. 10.1007/s40273-022-01141-x. Green open access
file

Graham, Matthew M.; Thiery, Alexandre H.; Beskos, Alexandros; (2022) Manifold Markov chain Monte Carlo methods for Bayesian inference in diffusion models. Journal of the Royal Statistical Society: Series B (Statistical Methodology) , 84 (4) pp. 1229-1256. 10.1111/rssb.12497. Green open access
file

Green, Nathan; Agossa, Fiacre; Yovogan, Boulais; Oxborough, Richard; Kitau, Jovin; Muller, Pie; Constant, Edi; ... Sherrard-Smith, Ellie; + view all (2022) An evidence synthesis approach for combining different data sources illustrated using entomological efficacy of insecticides for indoor residual spraying. PloS One , 17 (3) , Article e0263446. 10.1371/journal.pone.0263446. Green open access
file

Green, Nathan; Heath, Anna; Baio, Gianluca; (2022) BCEA: An R Package for Cost-Effectiveness Analysis. Journal of Open Source Software , 7 (77) , Article 4206. 10.21105/joss.04206. Green open access
file

Grey, Alistair DR; Scott, Rebecca; Shah, Bina; Acher, Peter; Liyanage, Sidath; Pavlou, Menelaos; Omar, Rumana; ... Ahmed, Hashim U; + view all (2022) Multiparametric ultrasound versus multiparametric MRI to diagnose prostate cancer (CADMUS): a prospective, multicentre, paired-cohort, confirmatory study. The Lancet Oncology , 23 (3) pp. 428-438. 10.1016/S1470-2045(22)00016-X. Green open access
file

Griffin, James; Hinoveanu, Laurentiu; Hopker, James; (2022) Bayesian modelling of elite sporting performance with large databases. Journal of Quantitative Analysis in Sports , 18 (4) pp. 253-267. 10.1515/jqas-2021-0112. Green open access
file

Groner, V; Nicholas, O; Mabhaudhi, T; Slotow, R; Akçakaya, HR; Mace, GM; Pearson, R; (2022) Climate change, land cover change, and overharvesting threaten a widely used medicinal plant in South Africa. Ecological Applications , 32 (4) , Article e2545. 10.1002/eap.2545. Green open access
file

Hatswell, Anthony; (2022) Smaller science company? Tailor your CV for a manager, not HR. Nature 10.1038/d41586-022-00557-x. Green open access
file

Hatswell, Anthony J; Deighton, Kevin; Snider, Julia Thornton; Brookhart, M Alan; Faghmous, Imi; Patel, Anik R; (2022) Approaches to Selecting "Time Zero" in External Control Arms with Multiple Potential Entry Points: A Simulation Study of 8 Approaches. Medical Decision Making , 42 (7) pp. 893-905. 10.1177/0272989X221096070. Green open access
file

Heslin, Margaret; Jin, Huajie; Trevillion, Kylee; Ling, Xiaoxiao; Nath, Selina; Barrett, Barbara; Demilew, Jill; ... Byford, Sarah; + view all (2022) Cost-effectiveness of screening tools for identifying depression in early pregnancy: a decision tree model. BMC Health Services Research , 22 (1) , Article 774. 10.1186/s12913-022-08115-x. Green open access
file

Hostettler, IC; Lange, N; Schwendinger, N; Ambler, G; Hirle, T; Frangoulis, S; Trost, D; ... Wostrack, M; + view all (2022) VPS dependency after aneurysmal subarachnoid haemorrhage and influence of admission hyperglycaemia. European Stroke Journal 10.1177/23969873221147087. (In press). Green open access
file

Irwandi, Rizky A; Kuswandani, Sandra O; Harden, Simon; Marletta, Debora; D'Aiuto, Francesco; (2022) Circulating inflammatory cell profiling and periodontitis: A systematic review and meta-analysis. Journal of Leukocyte Biology , 111 (5) pp. 1069-1096. 10.1002/JLB.5RU1021-524R. Green open access
file

Jackson, CH; Baio, G; Heath, A; Strong, M; Welton, NJ; Wilson, ECF; (2022) Value of Information Analysis in Models to Inform Health Policy. Annual Review of Statistics and Its Application , 9 (2022) 10.1146/annurev-statistics-040120-010730. (In press).

Jaskari, Joel; Sahlsten, Jaakko; Damoulas, THEODOROS; Knoblauch, Jeremias; Sarkka, Simo; Karkkainen, Leo; Hietala, Kustaa; (2022) Uncertainty-Aware Deep Learning Methods for Robust Diabetic Retinopathy Classification. IEEE Access , 10 pp. 76669-76681. 10.1109/ACCESS.2022.3192024. Green open access
file

Jersakova, Radka; Lomax, James; Hetherington, James; Lehmann, Brieuc; Nicholson, George; Briers, Mark; Holmes, Chris; (2022) Bayesian imputation of COVID-19 positive test counts for nowcasting under reporting lag. Journal of the Royal Statistical Society: Series C (Applied Statistics) , 71 (4) pp. 834-860. 10.1111/rssc.12557. Green open access
file

Jiang, Runqing; Yan, Yan; Xue, Jing-Hao; Wang, Biao; Wang, Hanzi; (2022) When Sparse Neural Network Meets Label Noise Learning: A Multistage Learning Framework. IEEE Transactions on Neural Networks and Learning Systems pp. 1-15. 10.1109/tnnls.2022.3188799. (In press). Green open access
file

Jones, E; Palmer, T; (2022) A review of group-based methods for teaching statistics in higher education. Teaching Mathematics and its Applications , 41 (1) pp. 69-86. 10.1093/teamat/hrab002. Green open access
file

Kanai, Ryuichi; Kamogawa, Masashi; Nagao, Toshiyasu; Smith, Alan; Guillas, Serge; (2022) Robust uncertainty quantification of the volume of tsunami ionospheric holes for the 2011 Tohoku-Oki earthquake: towards low-cost satellite-based tsunami warning systems. Natural Hazards and Earth System Sciences , 22 (3) pp. 849-868. 10.5194/nhess-22-849-2022. Green open access
file

Kayyali El-Alem, Yara; Maier, Sebastian; Seifert, Ralf W; (2022) A machine learning-based framework for forecasting sales of new products with short life cycles using deep neural networks. International Journal of Forecasting 10.1016/j.ijforecast.2022.09.005. (In press). Green open access
file

Keeney, Edna; Memtsa, Maria; Goodhart, Venetia; Jurkovic, Davor; Ambler, Gareth; Khan, Nazim; Round, Jeff; (2022) An observational cohort study of health outcomes and costs associated with early pregnancy assessment units in the UK. BMC Health Services Research , 22 (1) , Article 319. 10.1186/s12913-022-07709-9. Green open access
file

Kelleher, Dan; Kharroubi, Samer; Doherty, Edel; Baio, Gianluca; O'Neill, Ciaran; (2022) Examining the Association between Polish Migrant Status and Health Preferences Using a Novel Application of a Smaller Design EQ-5D-5L Valuation Study. PharmacoEconomics - Open 10.1007/s41669-021-00314-2. Green open access
file

Kelleher, Daniel; Lord, Kathryn; Duffy, Larisa; Rapaport, Penny; Barber, Julie; Manthorpe, Jill; Leverton, Monica; ... Cooper, Claudia; + view all (2022) Time to reflect is a rare and valued opportunity; a pilot of the NIDUS-professional dementia training intervention for homecare workers during the Covid-19 pandemic. Health and Social Care in the Community 10.1111/hsc.13737. Green open access
file

Kharytaniuk, Natallia; Lim, EA; Chan, E; Pavlou, M; Werring, DJ; Bamiou, DE; (2022) Olfactory dysfunction is common in classical infratentorial superficial siderosis of the central nervous system. Journal of Neurology 10.1007/s00415-022-11329-y. (In press). Green open access
file

Kharytaniuk, Natallia; Mazaheri, Amir Ala; Pavlou, Menelaos; Werring, David; Bamiou, Doris-Eva; (2022) Health-Related Quality of Life in Adults With Classical Infratentorial Superficial Siderosis: A Cross-sectional Study. Neurology , 99 (19) e2201-e2211. 10.1212/WNL.0000000000201115. Green open access
file

Konstantinoudis, Garyfallos; Cameletti, Michela; Gomez-Rubio, Virgilio; Gomez, Inmaculada Leon; Pirani, Monica; Baio, Gianluca; Larrauri, Amparo; ... Blangiardo, Marta; + view all (2022) Regional excess mortality during the 2020 COVID-19 pandemic in five European countries. Nature Communications , 13 , Article 482. 10.1038/s41467-022-28157-3. Green open access
file

Li, Vivien; Leurent, Baptiste; Barkhof, Frederik; Braisher, Marie; Cafferty, Fay; Ciccarelli, Olga; Eshaghi, Arman; ... Chataway, Jeremy; + view all (2022) Designing Multi-arm Multistage Adaptive Trials for Neuroprotection in Progressive Multiple Sclerosis. Neurology 10.1212/WNL.0000000000200604. (In press). Green open access
file

Li, W; Rubio, FJ; (2022) On a prior based on the Wasserstein information matrix. Statistics and Probability Letters , 190 , Article 109645. 10.1016/j.spl.2022.109645. Green open access
file

Ling, Xiaoxiao; Gabrio, Andrea; Mason, Alexina; Baio, Gianluca; (2022) A Scoping Review of Item-Level Missing Data in Within-Trial Cost-Effectiveness Analysis. Value in Health , 25 (9) pp. 1654-1662. 10.1016/j.jval.2022.02.009. Green open access
filefilefilefilefilefile

Ling, Y; Zhou, F; Guo, K; Xue, J-H; (2022) ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessment. Neurocomputing , 493 pp. 568-582. 10.1016/j.neucom.2021.12.098. Green open access
file

Ling, Yurong; Liu, Zijing; Xue, Jing-Hao; (2022) Survival Analysis of High-Dimensional Data With Graph Convolutional Networks and Geometric Graphs. IEEE Transactions on Neural Networks and Learning Systems pp. 1-11. 10.1109/TNNLS.2022.3190321. (In press). Green open access
file

Liu, Y; Fearn, T; Strlič, M; (2022) Photodegradation of iron gall ink affected by oxygen, humidity and visible radiation. Dyes and Pigments , 198 , Article 109947. 10.1016/j.dyepig.2021.109947. Green open access
file

Livingstone, S; Zanella, G; (2022) The Barker proposal: Combining robustness and efficiency in gradient-based MCMC. Journal of the Royal Statistical Society Statistical Methodology: Series B 10.1111/rssb.12482. (In press). Green open access
file

Lo, Chak Hei; Menshikov, Mikhail; Wade, Andrew R; (2022) Cutpoints of non-homogeneous random walks. ALEA: Latin American Journal of Probability and Mathematical Statistics , 19 (1) pp. 493-510. 10.30757/ALEA.v19-19. Green open access
file

Mamajiwala, M; Roy, D; (2022) Stochastic dynamical systems developed on Riemannian manifolds. Probabilistic Engineering Mechanics , 67 , Article 103179. 10.1016/j.probengmech.2021.103179. Green open access
file

Matsubara, Takuo; Knoblauch, Jeremias; Briol, François‐Xavier; Oates, Chris J; (2022) Robust generalised Bayesian inference for intractable likelihoods. Journal of the Royal Statistical Society: Series B 10.1111/rssb.12500. (In press). Green open access
file

Ming, Deyu; Williamson, Daniel; Guillas, Serge; (2022) Deep Gaussian Process Emulation using Stochastic Imputation. Technometrics 10.1080/00401706.2022.2124311. (In press). Green open access
file

Mintram, Kate; Anagnostou, Anastasia; Anokye, Nana Anokye; Okine, Edward; Groen, Derek; Saha, Arindam; Abubakar, Nura; ... Taylor, Simon JE; + view all (2022) CALMS: Modelling the long-term health and economic impact of Covid-19 using agent-based simulation. PLoS ONE , 17 (8) , Article e0272664. 10.1371/journal.pone.0272664. Green open access
file

Mitra, Robin; (2022) A latent class model to multiply impute missing treatment indicators in observational studies when inferences of the treatment effect are made using propensity score matching. Biometrical Journal 10.1002/bimj.202100284. (In press). Green open access
file

Mökander, Jakob; Juneja, Prathm; Watson, David S; Floridi, Luciano; (2022) The US Algorithmic Accountability Act of 2022 vs. The EU Artificial Intelligence Act: what can they learn from each other? Minds and Machines 10.1007/s11023-022-09612-y. (In press). Green open access
file

Molinari, Marco; Cremaschi, Andrea; De Iorio, Maria; Chaturvedi, Nishi; Hughes, Alun; Tillin, Therese; (2022) Bayesian dynamic network modelling: an application to metabolic associations in cardiovascular diseases. Journal of Applied Statistics 10.1080/02664763.2022.2116746. (In press). Green open access
file

Narayanan, Santhosh; Kosmidis, Ioannis; Dellaportas, Petros; (2022) Flexible marked spatio-temporal point processes with applications to event sequences from association football. Journal of the Royal Statistical Society Series C: Applied Statistics , 72 (5) pp. 1095-1126. 10.1093/jrsssc/qlad085. Green open access
file

Nicholson, George; Blangiardo, Marta; Briers, Mark; Diggle, Peter J; Fjelde, Tor Erlend; Ge, Hong; Goudie, Robert JB; ... Richardson, Sylvia; + view all (2022) Interoperability of Statistical Models in Pandemic Preparedness: Principles and Reality. Statistical Science , 37 (2) pp. 183-206. 10.1214/22-STS854. Green open access
file

Nicholson, George; Lehmann, Brieuc; Padellini, Tullia; Pouwels, Koen B; Jersakova, Radka; Lomax, James; King, Ruairidh E; ... Holmes, Chris; + view all (2022) Improving local prevalence estimates of SARS-CoV-2 infections using a causal debiasing framework. Nature Microbiology , 7 (1) pp. 97-107. 10.1038/s41564-021-01029-0. Green open access
file

Padellini, T; Jersakova, R; Diggle, PJ; Holmes, C; King, RE; Lehmann, BCL; Mallon, AM; ... Blangiardo, M; + view all (2022) Time varying association between deprivation, ethnicity and SARS-CoV-2 infections in England: A population-based ecological study. The Lancet Regional Health - Europe , 15 , Article 100322. 10.1016/j.lanepe.2022.100322. Green open access
file

Pagani, A; Wei, Z; Silva, R; Guo, W; (2022) Neural Network Approximation of Graph Fourier Transform for Sparse Sampling of Networked Dynamics. ACM Transactions on Internet Technology , 22 (1) , Article 21. 10.1145/3461838. Green open access
file

Palma, AM; Marra, G; Bray, R; Saito, S; Awor, AC; Jalloh, MF; Kailembo, A; ... Harling, G; + view all (2022) Correcting for selection bias in HIV prevalence estimates: an application of sample selection models using data from population-based HIV surveys in seven sub-Saharan African countries. Journal of the International AIDS Society , 25 (8) , Article e25954. 10.1002/jia2.25954. Green open access
file

Panda, R; Omar, R; Hunter, R; Prabhu, RR; Mishra, A; Nazareth, I; (2022) Exploratory randomised trial of face-to-face and mobile phone counselling against usual care for tobacco cessation in Indian primary care: a randomised controlled trial protocol for project CERTAIN. BMJ Open , 12 (1) , Article e048628. 10.1136/bmjopen-2021-048628. Green open access
file

Paulin, Daniel; Jasra, Ajay; Beskos, Alexandros; Crisan, Dan; (2022) A 4D-Var Method with Flow-Dependent Background Covariances for the Shallow-Water Equations. Statistics and Computing , 32 , Article 65. 0.1007/s11222-022-10119-w. Green open access
file

Pennington, Becky; Eaton, Jack; Hatswell, Anthony J; Taylor, Helen; (2022) Carers' Health-Related Quality of Life in Global Health Technology Assessment: Guidance, Case Studies and Recommendations. PharmacoEconomics , 40 (9) pp. 837-850. 10.1007/s40273-022-01164-4. Green open access
file

Perusquia, J; Griffin, J; Cristiano, V; (2022) Bayesian Models Applied to Cyber Security Anomaly Detection Problems. International Statistical Review , 90 (1) pp. 78-99. 10.1111/insr.12466. Green open access
file

Petti, D; Eletti, A; Marra, G; Radice, R; (2022) Copula link-based additive models for bivariate time-to-event outcomes with general censoring scheme. Computational Statistics and Data Analysis , 175 , Article 107550. 10.1016/j.csda.2022.107550. Green open access
file

Pigott, JS; Kane, EJ; Ambler, G; Walters, K; Schrag, A; (2022) Systematic review and meta-analysis of clinical effectiveness of self-management interventions in Parkinson’s disease. BMC Geriatrics , 22 , Article 45. 10.1186/s12877-021-02656-2. Green open access
file

Polymeris, AA; Macha, K; Paciaroni, M; Wilson, D; Koga, M; Cappellari, M; Schaedelin, S; ... NOACISP-LONGTERM, Erlangen Registry, CROMIS-2, RAF, RAF-DOAC, SA; + view all (2022) Oral Anticoagulants in the Oldest Old with Recent Stroke and Atrial Fibrillation. Annals of Neurology , 91 (1) pp. 78-88. 10.1002/ana.26267. Green open access
file

Protonotarios, Alexandros; Bariani, Riccardo; Cappelletto, Chiara; Pavlou, Menelaos; García-García, Alba; Cipriani, Alberto; Protonotarios, Ioannis; ... Elliott, Perry M; + view all (2022) Importance of genotype for risk stratification in arrhythmogenic right ventricular cardiomyopathy using the 2019 ARVC risk calculator. European Heart Journal , Article ehac235. 10.1093/eurheartj/ehac235. (In press). Green open access
file

Rafliana, Irina; Jalayer, Fatemeh; Cerase, Andrea; Cugliari, Lorenzo; Baiguera, Marco; Salmanidou, Dimitra; Necmioğlu, Öcal; ... Hancilar, Ufuk; + view all (2022) Tsunami risk communication and management: Contemporary gaps and challenges. International Journal of Disaster Risk Reduction , 70 , Article 102771. 10.1016/j.ijdrr.2021.102771. Green open access
file

Ranjbar, S; Cantoni, E; Chavez-Demoulin, V; Marra, G; Radice, R; Jaton, K; (2022) Modelling the extremes of seasonal viruses and hospital congestion: The example of flu in a Swiss hospital. Journal of the Royal Statistical Society. Series C: Applied Statistics 10.1111/rssc.12559. (In press). Green open access
file

Remiro-Azócar, A; Heath, A; Baio, G; (2022) Effect modification in anchored indirect treatment comparison: Comments on “Matching-adjusted indirect comparisons: Application to time-to-event data”. Statistics in Medicine , 41 (8) pp. 1541-1553. 10.1002/sim.9286. Green open access
file

Remiro-Azócar, Antonio; Heath, Anna; Baio, Gianluca; (2022) Parametric G-computation for Compatible Indirect Treatment Comparisons with Limited Individual Patient Data. Research Synthesis Methods 10.1002/jrsm.1565. (In press). Green open access
file

Riazi, Afsane; Aspden, Trefor; Rubin, Gary; Ambler, Gareth; Jichi, Fatima; Mynors-Wallice, Laurence; O'Driscoll, Miriam; (2022) Problem-Solving Treatment for People Recently Diagnosed with Visual Impairment: Pilot Randomised Controlled Trial. Journal of Personalized Medicine , 12 (9) , Article 1431. 10.3390/jpm12091431. Green open access
file

Ricciardi, Federico; Liverani, Silvia; Baio, Gianluca; (2022) Dirichlet process mixture models for regression discontinuity designs. Statistical Methods in Medical Research 10.1177/09622802221129044. (In press). Green open access
file

Rostron, Peter D; Fearn, Tom; Ramsey, Michael H; (2022) Comparing uncertainties—Are they really different? Accreditation and Quality Assurance , 27 pp. 133-142. 10.1007/s00769-022-01501-2. Green open access
file

Ruan, D; Mo, R; Yan, Y; Chen, S; Xue, J-H; Wang, H; (2022) Adaptive Deep Disturbance-Disentangled Learning for Facial Expression Recognition. International Journal of Computer Vision , 130 pp. 455-477. 10.1007/s11263-021-01556-7. Green open access
file

Rubio, FJ; Alvares, D; Redondo-Sanchez, D; Marcos-Gragera, R; Sánchez, MJ; Luque-Fernandez, MA; (2022) Bayesian variable selection and survival modeling: assessing the Most important comorbidities that impact lung and colorectal cancer survival in Spain. BMC Medical Research Methodology , 22 , Article 95. 10.1186/s12874-022-01582-0. Green open access
file

Rubio Alvarez, Francisco Javier; Drikvandi, Reza; (2022) MEGH: A parametric class of general hazard models for clustered survival data. Statistical Methods in Medical Research (In press). Green open access
file

Rubio Alvarez, Francisco Javier; Eletti, Alessia; Marra, Giampiero; Quaresma, Manuela; Radice, Rosalba; (2022) A Unifying Framework for Flexible Excess Hazard Modeling with Applications in Cancer Epidemiology. Journal of the Royal Statistical Society Series C: Applied Statistics , 71 (4) pp. 1044-1062. 10.1111/rssc.12566. Green open access
file

Ruzayqat, Hamza; Er-raiy, Aimad; Beskos, Alexandros; Crisan, Dan; Jasra, Ajay; Kantas, Nikolas; (2022) A Lagged Particle Filter for Stable Filtering of Certain High-Dimensional State-Space Models. SIAM/ASA Journal on Uncertainty Quantification , 10 (3) pp. 1130-1161. 10.1137/21M1450392. Green open access
file

Sadeghi, Kayvan; Soo, Terry; (2022) Conditions and Assumptions for Constraint-based Causal Structure Learning. Journal of Machine Learning Research , 23 , Article 109. Green open access
file

Schrag, Anette Eleonore; Martino, Davide; Wang, Hanyuying; Ambler, Gareth; Benaroya-Milshtein, Noa; Buttiglione, Maura; Cardona, Francesco; ... European Multicentre Tics in Children Study (EMTICS); + view all (2022) Lack of Association of Group A Streptococcal Infections and Onset of Tics: European Multicenter Tics in Children Study. Neurology , 98 (11) E1175-E1183. 10.1212/WNL.0000000000013298. Green open access
file

Schwarz, G; Banerjee, G; Hostettler, IC; Ambler, G; Seiffge, DJ; Ozkan, H; Browning, S; ... Werring, DJ; + view all (2022) MRI and CT imaging biomarkers of cerebral amyloid angiopathy in lobar intracerebral hemorrhage. International Journal of Stroke 10.1177/17474930211062478. (In press). Green open access
file

Schwarz, Ghil; Banerjee, Gargi; Hostettler, Isabel Charlotte; Ambler, Gareth; Seiffge, David J; Brookes, Tenzin S; Wilson, Duncan; ... Staals, Julie; + view all (2022) Magnetic resonance imaging-based scores of small vessel diseases: Associations with intracerebral haemorrhage location. Journal of the Neurological Sciences , 434 , Article 120165. 10.1016/j.jns.2022.120165. (In press). Green open access
file

Shah, Taimur T; Kanthabalan, Abi; Otieno, Marjorie; Pavlou, Menelaos; Omar, Rumana; Adeleke, Sola; Giganti, Francesco; ... Ahmed, Hashim U; + view all (2022) Magnetic Resonance Imaging and targeted biopsies compared to transperineal mapping biopsies prior to salvage focal therapy/ablation in localised and metastatic recurrent prostate cancer after radiotherapy. Primary Outcomes from the FORECAST Trial. European Urology , 81 (6) pp. 598-605. 10.1016/j.eururo.2022.02.022. Green open access
filefile

Siddharthan, T; Pollard, SL; Quaderi, SA; Rykiel, NA; Wosu, AC; Alupo, P; Barber, JA; ... GECo Study Investigators; + view all (2022) Discriminative Accuracy of Chronic Obstructive Pulmonary Disease Screening Instruments in 3 Low- and Middle-Income Country Settings. Journal of the American Medical Association , 327 (2) pp. 151-160. 10.1001/jama.2021.23065.

Sogi, N; Zhu, R; Xue, J-H; Fukui, K; (2022) Constrained mutual convex cone method for image set based recognition. Pattern Recognition , 121 , Article 108190. 10.1016/j.patcog.2021.108190. Green open access
file

Stival, Mattia; Bernardi, Mauro; Cattelan, Manuela; Dellaportas, Petros; (2022) Missing data patterns in runners' careers: do they matter? Arxiv 10.48550/arXiv.2206.12716. (In press). Green open access
file

Tao, Wancheng; Wang, Xinsheng; Xue, Jing‐Hao; Su, Wei; Zhang, Mingzheng; Yin, Dongqin; Zhu, Dehai; ... Zhang, Ying; + view all (2022) Monitoring the damage of armyworm as a pest in summer corn by unmanned aerial vehicle imaging. Pest Management Science , 78 (6) pp. 2265-2276. 10.1002/ps.6852. Green open access
file

Thomas, James; Stone, Emma J; Mitchell, Dann M; Seviour, William; Barnes, Clair; Bloomfield, Hannah; Crook, Julia; ... MacLeod, Calum; + view all (2022) Organising a collaborative online hackathon for cutting-edge climate research. Weather 10.1002/wea.4199. (In press). Green open access
file

Tomazos, Ioannis; Hatswell, Anthony J; Cataland, Spero; Chen, Peter; Freemantle, Nick; Lommele, Asa; Deighton, Kevin; ... Rondeau, Eric; + view all (2022) Comparative efficacy of ravulizumab and eculizumab in the treatment of atypical hemolytic uremic syndrome: An indirect comparison using clinical trial data. Clinical Nephrology , 97 (5) pp. 261-272. 10.5414/CN110516.

Tordrup, D; Bishop, C; Green, N; Petzold, M; Vallejo, FR; Vogel, JP; Pallitto, C; (2022) Economic burden of female genital mutilation in 27 high-prevalence countries. BMJ Global Health , 7 (2) , Article e004512. 10.1136/bmjgh-2020-004512. Green open access
file

Tordrup, D; Smith, R; Kamenov, K; Bertram, MY; Green, N; Chadha, S; (2022) Global return on investment and cost-effectiveness of WHO's HEAR interventions for hearing loss: a modelling study. The Lancet Global Health , 10 (1) e52-e62. 10.1016/S2214-109X(21)00447-2. Green open access
file

van den Boom, Willem; De Iorio, Maria; Tallarita, Marta; (2022) Bayesian inference on the number of recurrent events: A joint model of recurrence and survival. Statistical Methods in Medical Research , 31 (1) pp. 139-153. 10.1177/09622802211048059. Green open access
file

Vasilyev, Andrey; Maier, Sebastian; Seifert, Ralf W; (2022) Assortment optimization using an attraction model in an omnichannel environment. European Journal of Operational Research 10.1016/j.ejor.2022.08.002. (In press). Green open access
file

Vega Carrasco, Mariflor; Manolopoulou, Ioanna; O'Sullivan, Jason; Prior, Rosie; Musolesi, Mirco; (2022) Posterior summaries of grocery retail topic models: Evaluation, interpretability and credibility. Journal of the Royal Statistical Society: Series C (Applied Statistics) 10.1111/rssc.12546. (In press). Green open access
file

Vogrinc, Jure; Livingstone, Samuel; Zanella, Giacomo; (2022) Optimal design of the Barker proposal and other locally-balanced Metropolis-Hastings algorithms. Biometrika (In press). Green open access
file

Wan, Jiachen; Dong, Yang; Xue, Jing-Hao; Lin, Liyan; Du, Shan; Dong, Jia; Yao, Yue; ... Ma, Hui; + view all (2022) Polarization-based probabilistic discriminative model for quantitative characterization of cancer cells. Biomedical Optics Express , 13 (6) pp. 3339-3354. 10.1364/boe.456649. Green open access
file

Watson, Alexander; Horton, Emma; (2022) Strong laws of large numbers for a growth-fragmentation process with bounded cell sizes. ALEA: Latin American Journal of Probability and Mathematical Statistics (In press). Green open access
file

Watson, David S; (2022) Conceptual challenges for interpretable machine learning. Synthese , 200 , Article 65. 10.1007/s11229-022-03485-5. Green open access
file

Watson, David S; Gultchin, Limor; Taly, Ankur; Floridi, Luciano; (2022) Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice. Minds and Machines , 32 (1) pp. 185-218. 10.1007/s11023-022-09598-7. Green open access
file

Wenzl, FA; Kraler, S; Ambler, G; Weston, C; Herzog, SA; Räber, L; Muller, O; ... Lüscher, TF; + view all (2022) Sex-specific evaluation and redevelopment of the GRACE score in non-ST-segment elevation acute coronary syndromes in populations from the UK and Switzerland: a multinational analysis with external cohort validation. The Lancet , 400 (10354) pp. 744-756. 10.1016/S0140-6736(22)01483-0. Green open access
file

Wyman, Danielle Laura; Butler, Laurie; Cooper, Claudia; Bright, Peter; Morgan-Trimmer, Sarah; Barber, Julie; (2022) Process evaluation of the New Interventions for independence in Dementia Study (NIDUS) Family stream randomised controlled trial: protocol. BMJ Open , 12 (6) , Article e054613. 10.1136/bmjopen-2021-054613. Green open access
file

Xia, Weihao; Xue, Jing-Hao; (2022) A Survey on Deep Generative 3D-aware Image Synthesis. ACM Computing Surveys , 56 (4) , Article 90. 10.1145/3626193. Green open access
file

Xia, Weihao; Zhang, Yulun; Yang, Yujiu; Xue, Jing-Hao; Zhou, Bolei; Yang, Ming-Hsuan; (2022) GAN Inversion: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence 10.1109/tpami.2022.3181070. Green open access
file

Xie, J; Ma, Z; Lei, J; Zhang, G; Xue, J-H; Tan, Z-H; Guo, J; (2022) Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence , 44 (9) pp. 4605-4625. 10.1109/tpami.2021.3083089. Green open access
file

Yan, Yan; Xu, Youze; Xue, Jing-Hao; Lu, Yang; Wang, Hanzi; Zhu, Wentao; (2022) Drop Loss for Person Attribute Recognition With Imbalanced Noisy-Labeled Samples. IEEE Transactions on Cybernetics 10.1109/tcyb.2022.3173356. (In press). Green open access
file

Yang, Jangmi; Kim, Hae-Young; Park, Seup; Sentissi, Ilham; Green, Nathan; Oh, Byung Kwon; Kim, Yujin; ... Lee, Seung Heon; + view all (2022) Cost-effectiveness of a medication event monitoring system for tuberculosis management in Morocco. PLOS ONE , 17 (4) , Article e0267292. 10.1371/journal.pone.0267292. Green open access
file

Yang, Xiaochen; Guo, Yiwen; Dong, Mingzhi; Xue, Jing-Hao; (2022) Toward Certified Robustness of Distance Metric Learning. IEEE Transactions on Neural Networks and Learning Systems pp. 1-11. 10.1109/tnnls.2022.3199902. (In press). Green open access
file

Yonekura, S; Beskos, A; (2022) Online Smoothing for Diffusion Processes Observed with Noise. Journal of Computational and Graphical Statistics , 31 (4) pp. 1344-1360. 10.1080/10618600.2022.2027243. Green open access
file

Zhao, Pengyang; Chen, Zhiquan; Xue, Jing-Hao; Feng, Jianjiang; Yang, Wenming; Liao, Qingmin; Zhou, Jie; (2022) Single-Sample Finger Vein Recognition via Competitive and Progressive Sparse Representation. IEEE Transactions on Biometrics, Behavior, and Identity Science 10.1109/tbiom.2022.3226270. (In press). Green open access
file

Proceedings paper

Aminian, Gholamali; Vega, Roberto; Rivasplata, Omar; Toni, Laura; Rodrigues, Miguel; (2022) Semi-Counterfactual Risk Minimization Via Neural Networks. In: Proceedings of the 15th European Workshop on Reinforcement Learning (EWRL 2022). (pp. pp. 1-20). European Workshop on Reinforcement Learning Green open access
file

Clivio, Oscar; Falck, Fabian; Lehmann, Brieuc; Deligiannidis, George; Holmes, Chris; (2022) Neural Score Matching for High-Dimensional Causal Inference. In: Camps-Valls, G and Ruiz, FJR and Valera, I, (eds.) Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022. (pp. pp. 1-35). PMLR Green open access
file

Daskalakis, C; Dellaportas, P; Panos, A; (2022) How Good are Low-Rank Approximations in Gaussian Process Regression? In: Proceedings of 36th AAAI conference on Artificial intelligence. (pp. pp. 6463-6470). AAAI (Association for the Advancement of Artificial Intelligence): Palo Alto, CA, USA. Green open access
file

Dellaporta, Charita; Knoblauch, Jeremias; Damoulas, Theodoros; Briol, François-Xavier; (2022) Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap. In: AISTATS 2022 Accepted Papers. AISTATS (In press). Green open access
file

Dogucu, Mine; Johnson, Alicia; (2022) Supporting Bayesian Modeling With Visualizations. In: Proceedings of the 11th International Conference on Teaching Statistics (ICOTS11 2022). International Association for Statistical Education: Rosario, Argentina. Green open access
file

Fong, Edwin; Lehmann, Brieuc; (2022) A Predictive Approach to Bayesian Nonparametric Survival Analysis. In: Camps-Valls, G and Ruiz, FJR and Valera, I, (eds.) Proceedings of The 25th International Conference on Artificial Intelligence and Statistics. (pp. pp. 6990-7013). PMLR 151 Green open access
file

Hird, M; Livingstone, S; Zanella, G; (2022) A fresh take on 'Barker dynamics' for MCMC. In: Monte Carlo and Quasi-Monte Carlo Methods. (pp. pp. 169-184). Springer Nature: Cham, Switzerland. Green open access
file

Honnor, Thomas; Abourashchi, Niloufar; Rassias, Matina; (2022) Empowering Non-specialists to Interpret and Disseminate Statistics Through Structured Assessments. In: Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics. International Association for Statistical Education: Rosario, Argentina.

Husain, H; Knoblauch, J; (2022) Adversarial Interpretation of Bayesian Inference. In: Proceedings of The 33rd International Conference on Algorithmic Learning Theory. (pp. pp. 553-572). Proceedings of Machine Learning Research (PMLR): Paris, France. Green open access
file

Jackson, J; Mitra, R; Francis, B; Dove, I; (2022) On Integrating the Number of Synthetic Data Sets m into the a priori Synthesis Approach. In: Privacy in Statistical Databases. PSD 2022. (pp. pp. 205-219). Springer International Publishing: Cham, Switzerland. Green open access
file

Jendoubi, Takoua; Abourashchi, Niloufar; (2022) Fostering Collaborative Learning Through Postgraduate Group Projects in Statistics Education. In: Peters, Susan, (ed.) Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics. International Association for Statistical Education (IASE): Rosario, Argentina.

Kaddour, Jean; Linqing, Liu; Silva, Ricardo; Kusner, Matt; (2022) When Do Flat Minima Optimizers Work? In: NeurIPS Proceedings. NeurIPS: New Orleans, LA, USA. Green open access
file

Ling, Y; Liu, Z; Xue, J; (2022) Dimension reduction for data with heterogeneous missingness. In: Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence (UAI 2021). (pp. pp. 1310-1320). MLResearchPress Green open access
file

Ling, Yurong; Xue, Jinghao; (2022) Dimension Reduction for High-dimensional Small Counts with KL Divergence. In: Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022). (pp. pp. 1-11). UAI (In press). Green open access
file

Saibene, Yanina Bellini; Dogucu, Mine; Palopoli, Nicolás; Campitelli, Elio; Acion, Laura; Corrales, Paola; Loto, Patricia; (2022) MetaDocencia: Teaching Statistics And Data Science Online. In: Bridging the Gap: Empowering & Educating Today’s Learners in Statistics. Proceedings of the 11th International Conference on Teaching Statistics (ICOTS11 2022). International Association for Statistical Education: Rosario, Argentina. Green open access
file

Watson, David; (2022) Rational Shapley Values. In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency. (pp. pp. 1083-1094). ACM Green open access
file

Watson, DS; Silva, R; (2022) Causal Discovery Under a Confounder Blanket. In: Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022). (pp. pp. 2096-2106). PMLR 180 Green open access
file

Zou, X; Yan, Y; Xue, J; Chen, S; Wang, H; (2022) When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework. In: Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22). AAAI (In press). Green open access
file

Working / discussion paper

Caron, Alberto; Baio, Gianluca; Manolopoulou, Ioanna; (2022) Interpretable Deep Causal Learning for Moderation Effects. arXiv Green open access
file

Franzolini, Beatrice; Beskos, Alexandros; Iorio, Maria De; Koziell, Warrick Poklewski; Grzeszkiewicz, Karolina; (2022) Change point detection in dynamic Gaussian graphical models: the impact of COVID-19 pandemic on the US stock market. arXiv: Ithaca, NY, USA. Green open access
file

Hardcastle, Luke; Livingstone, Samuel; Black, Claire; Ricciardi, Federico; Baio, Gianluca; (2022) A Bayesian hierarchical model for improving exercise rehabilitation in mechanically ventilated ICU patients. ArXiv: Ithaca, NY, USA. Green open access
file

Iguchi, Yuga; Beskos, Alexandros; Graham, Matthew M; (2022) Parameter Estimation with Increased Precision for Elliptic and Hypo-elliptic Diffusions. arXiv: Ithaca, NY, USA. Green open access
file

Li, Kaiyu; Giles, Daniel; Karvonen, Toni; Guillas, Serge; Briol, François-Xavier; (2022) Multilevel Bayesian Quadrature. arXiv: Ithaca, NY, USA. Green open access
file

Marra, Giampiero; Radice, Rosalba; Zimmer, David; (2022) A Unifying Switching Regime Regression Framework with Applications in Health Economics. UCL Department of Statistical Science: London, UK. Green open access
file

Matsubara, Takuo; Knoblauch, Jeremias; Briol, François-Xavier; Oates, Chris J; (2022) Generalised Bayesian Inference for Discrete Intractable Likelihood. arXiv: Ithaca (NY), USA. Green open access
file

Xia, Weihao; Xue, Jing-Hao; (2022) A Survey on Deep Generative 3D-aware Image Synthesis. ArXiv: Ithaca, NY, USA. Green open access
file

Zhang, Mingtian; Key, Oscar; Hayes, Peter; Barber, David; Paige, Brooks; Briol, François-Xavier; (2022) Towards Healing the Blindness of Score Matching. arXiv: Ithaca (NY), USA. Green open access
file

Thesis

Barnes, Clair; (2022) Bayesian Post-Processing of Multi-Model Ensemble Forecasts. Doctoral thesis (Ph.D), UCL (University College London). Green open access
file

Chilinski, Pawel; (2022) Cumulative Distribution Functions As The Foundation For Probabilistic Models. Doctoral thesis (Ph.D), UCL (University College London). Green open access
file

Hallgren, Fredrik; (2022) Kernel PCA and the Nyström method. Doctoral thesis (Ph.D), UCL ( University College London). Green open access
file

Ling, Yurong; (2022) High-dimensional non-Gaussian data analysis based on sample relationship. Doctoral thesis (Ph.D), University College London. Green open access
file

Pan, Shengning; (2022) Joint models for bivariate discrete longitudinal outcome and survival. Doctoral thesis (Ph.D), UCL (University College London). Green open access
file

Remiro Azócar, Antonio; (2022) Population-Adjusted Indirect Treatment Comparisons with Limited Access to Patient-Level Data. Doctoral thesis (Ph.D), UCL (University College London). Green open access
file

Rivasplata, Omar; (2022) PAC-Bayesian Computation. Doctoral thesis (Ph.D), UCL (University College London). Green open access
file

Toha, Nurul Ain binti; (2022) A Machine Learning view of Distribution Estimation: Efficient Computation of Empirical Proper Losses, Mixed in/out-of-sample Asymptotics of Empirical Proper Losses, a Unified Machine Learning Interface for Density Estimation, and a Systematic Benchmarking Experiment. Doctoral thesis (Ph.D), UCL (University College London). Green open access
file

Wang, Wenyu; (2022) Multi-state Markov models with fixed and random effects. Doctoral thesis (Ph.D), UCL (University College London). Green open access
file

This list was generated on Sun Apr 14 23:42:34 2024 BST.