Browse by UCL Departments and Centres
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Number of items: 67.
B
Bai, X;
Yang, Y;
Yang, W;
Zhu, R;
Xue, JH;
(2025)
Identity-Preserving Diffusion for Face Restoration.
In:
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
IEEE: Hyderabad, India.
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Basak, Piyali;
Maringe, Camille;
Rubio, F Javier;
Linero, Antonio R;
(2025)
Understanding Inequalities in Cancer Survival Using Bayesian Machine Learning.
Journal of the American Statistical Association
10.1080/01621459.2025.2547968.
(In press).
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Beton Kalmaz, D;
Giritli, N;
(2025)
Connectedness Between Government Expenditure and Economic Growth in the UK: Evidence from Wavelet Approach.
Computational Economics
10.1007/s10614-025-10977-2.
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Bharti, Ayush;
Huang, Daolang;
Kaski, Samuel;
Briol, François-Xavier;
(2025)
Cost-aware simulation-based inference.
In: Li, Yingzhen and Mandt, Stephan and Agrawal, Shipra and Khan, Emtiyaz, (eds.)
Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS).
(pp. pp. 28-36).
Proceedings of Machine Learning Research (PMLR): Mai Khao, Thailand.
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Bussing, Anderson;
Marra, Giampiero;
Fan, Daping;
Shinohara, Russell;
Tu, Danni;
Ho, Yen-Yi;
(2025)
scCOSMIX: A Mixed-Effects Framework for Differential Coexpression and Transcriptional Interactions Modeling in Single-Cell RNA-Seq.
STATISTICS IN MEDICINE
, 44
(18-19)
, Article e70213. 10.1002/sim.70213.
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C
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Cárdenas-Hurtado, CA;
Moustaki, I;
Chen, Y;
Marra, G;
(2025)
Generalized Latent Variable Models for Location, Scale, and Shape parameters.
Psychometrika
, 90
(3)
pp. 932-956.
10.1017/psy.2025.7.
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Chakraborti, Tapabrata;
Banerji, Christopher RS;
Marandon, Ariane;
Hellon, Vicky;
Mitra, Robin;
Lehmann, Brieuc;
Bräuninger, Leandra;
... MacArthur, Ben; + view all
(2025)
Personalized uncertainty quantification in artificial intelligence.
Nature Machine Intelligence
, 7
pp. 522-530.
10.1038/s42256-025-01024-8.
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Chen, Xueting;
Yan, Yan;
Xue, Jing-Hao;
Shu, Chang;
Wang, Hanzi;
(2025)
Hyperbolic Self-Paced Multi-Expert Network for Cross-Domain Few-Shot Facial Expression Recognition.
IEEE Transactions on Image Processing
10.1109/tip.2025.3612281.
(In press).
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Chen, Xueting;
Yan, Yan;
Xue, Jing-Hao;
Wang, Nannan;
Wang, Hanzi;
(2025)
Consistency-driven feature scoring and regularization network for visible-infrared person re-identification.
Pattern Recognition
, 159
, Article 111131. 10.1016/j.patcog.2024.111131.
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D
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Dewaskar, Miheer;
Tosh, Christopher;
Knoblauch, Jeremias;
Dunson, David B;
(2025)
Robustifying Likelihoods by Optimistically Re-weighting Data.
Journal of the American Statistical Association
10.1080/01621459.2025.2468012.
(In press).
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Dignan, Jack;
(2025)
Smoothed particle hydrodynamics and gaussian process emulation: applications to tsunami modelling.
Doctoral thesis (Ph.D), UCL (University College London).
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Dinneen, E;
Almeida-Magana, R;
Al-Hammouri, T;
Pan, S;
Leurent, B;
Haider, A;
Freeman, A;
... Shaw, G; + view all
(2025)
Effect of NeuroSAFE-guided RARP versus standard RARP on erectile function and urinary continence in patients with localised prostate cancer (NeuroSAFE PROOF): a multicentre, patient-blinded, randomised, controlled phase 3 trial.
The Lancet Oncology
, 26
(4)
pp. 447-458.
10.1016/S1470-2045(25)00091-9.
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E
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Evans, Christopher;
Bercades, Georgia;
Ambler, Gareth;
Wilson, Matthew;
Brew-Graves, Chris;
Baldini, Cinzia;
Begum-Ali, Nazma;
... Moonesinghe, Suneetha Ramani; + view all
(2025)
Little Journey: a phase III randomised controlled trial of a psychological preparation and education smartphone application for management of paediatric perioperative anxiety compared with standard care in children undergoing ambulatory surgery - study protocol.
BMJ Open
, 15
(2)
, Article e090696. 10.1136/bmjopen-2024-090696.
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F
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Fang, Shuangfang;
Lei, Hanhan;
Ambler, Gareth;
Werring, David J;
Huang, Huapin;
Lin, Huiying;
Wu, Xiaomin;
... Du, Hou-wei; + view all
(2025)
Novel CT Image‐Based Intracerebral Bleeding Risk Score for Patients With Acute Ischemic Stroke Undergoing Thrombolysis.
Journal of the American Heart Association
, 14
(4)
, Article e037256. 10.1161/JAHA.124.037256.
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Fearn, T;
Beleites, C;
Fernández Pierna, JA;
Baeten, V;
Lagerholm, M;
Roger, JM;
Koidis, A;
(2025)
Multivariate calibration of non-destructive spectral sensors with a particular focus on food applications: Validation issues and guidelines.
Trac Trends in Analytical Chemistry
, 192
, Article 118410. 10.1016/j.trac.2025.118410.
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Fiocchi, Filippo;
Ladopoulou, Domna;
Dellaportas, Petros;
(2025)
Probabilistic Multilayer Perceptrons for Wind Farm Condition Monitoring.
Wind Energy
, 28
(4)
, Article e70012. 10.1002/we.70012.
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Frost, Rachael;
Barrado-Martín, Yolanda;
Marston, Louise;
Pan, Shengning;
Catchpole, Jessica;
Rookes, Tasmin;
Gibson, Sarah;
... Walters, Kate; + view all
(2025)
A personalised health intervention to maintain independence in older people with mild frailty: a process evaluation within the HomeHealth RCT.
Health Technology Assessment
10.3310/MBCV1794.
(In press).
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Gascoigne, C;
Jeffery, A;
Rotous, I;
Yu, X;
Geneletti, S;
Davies, B;
Baio, G;
... Blangiardo, M; + view all
(2025)
Spatio-temporal trends and socio-environmental determinants of suicides in England (2002–2022): an ecological population-based study.
Lancet Regional Health Europe
, Article 101386. 10.1016/j.lanepe.2025.101386.
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H
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Hardcastle, Luke;
Livingstone, Samuel;
Baio, Gianluca;
(2025)
Averaging polyhazard models using piecewise deterministic Monte Carlo with applications to data with long-term survivors.
Annals of Applied Statistics
(In press).
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Hird, Max;
Livingstone, Samuel;
(2025)
Quantifying the Effectiveness of Linear Preconditioning in
Markov Chain Monte Carlo.
Journal of Machine Learning Research (JMLR)
, 26
pp. 1-51.
(In press).
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Hird, Max Harwood;
(2025)
Beyond Canonical MCMC: Preconditioning, Adaptivity, and Variational Approximations.
Doctoral thesis (Ph.D), UCL (University College London).
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Hostettler, Isabel Charlotte;
Ponciano, Ana;
Wilson, Duncan;
Ambler, Gareth;
Singhal, Aneesh B;
Charidimou, Andreas;
Arnold, Catherine Elizabeth;
... Werring, David John; + view all
(2025)
Outcomes After Reversible Cerebral Vasoconstriction Syndrome With Convexity Subarachnoid Hemorrhage: Individual Patient Data Analysis.
Neurology
, 105
(5)
, Article e213984. 10.1212/WNL.0000000000213984.
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I
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Iguchi, Y;
Jasra, A;
Maama, M;
Beskos, A;
(2025)
Antithetic Multilevel Methods for Elliptic and Hypoelliptic Diffusions with Applications.
SIAM/ASA Journal on Uncertainty Quantification
, 13
(2)
, Article 2. 10.1137/24M1695178.
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Iguchi, Yuga;
(2025)
Statistical Inference for Elliptic and Hypo-elliptic Diffusions: Asymptotic Theory and Numerical Methodologies.
Doctoral thesis (Ph.D), UCL (University College London).
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Iguchi, Yuga;
Beskos, Alexandros;
Graham, Matthew;
(2025)
Parameter estimation with increased precision for elliptic and hypo-elliptic diffusions.
Bernoulli
, 31
(1)
pp. 333-358.
10.3150/24-BEJ1730.
(In press).
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J
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JI, Yinqiu;
Diana, Alex;
Li, Xueyou;
Matechou, Eleni;
Griffin, Jim;
Liu, Shuwei;
Luo, Mingjie;
... Popescu, Viorel; + view all
(2025)
High quality, granular, timely, trustworthy, and efficient vertebrate species distribution data across a 30,000 km2 protected area
complex.
Ecology Letters
(In press).
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Jones, Milly;
Matechou, Eleni;
Cole, Diana;
Diana, Alex;
Griffin, James;
Peixoto, Sara;
Lawson Handley, Lori;
(2025)
More than presence-absence; modelling (e)DNA concentration across time and space from qPCR survey data.
Journal of Statistical Theory and Practice
(In press).
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K
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Kanai, Ryuichi;
(2025)
Gaussian Process Regression for Ionosphere-Based Tsunami Warning and Functional History Matching.
Doctoral thesis (Ph.D), UCL (University College London).
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Kornai, Daniel;
Silva, Ricardo;
Nikolaou, Nikolaos;
(2025)
AGM-TE: Approximate Generative Model Estimator of Transfer Entropy for Causal Discovery and Causal Modelling.
In: Huang, B and Drton, M, (eds.)
Proceedings of the 4th Conference on Causal Learning and Reasoning.
(pp. pp. 1-44).
Proceedings of Machine Learning Research (PMLR)
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L
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Lehmann, Brieuc;
Bräuninger, Leandra;
Cho, Yoonsu;
Falck, Fabian;
Jayadeva, Smera;
Katell, Michael;
Nguyen, Thuy;
... Holmes, Chris; + view all
(2025)
Methodological opportunities in genomic data analysis to advance health equity.
Nature Reviews Genetics
10.1038/s41576-025-00839-w.
(In press).
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Li, X;
Ding, S;
Xie, J;
Yang, X;
Ma, Z;
Xue, JH;
(2025)
CDN4: A cross-view Deep Nearest Neighbor Neural Network for fine-grained few-shot classification.
Pattern Recognition
, 163
, Article 111466. 10.1016/j.patcog.2025.111466.
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Li, X;
Xue, S;
Xie, J;
Yang, X;
Ma, Z;
Xue, JH;
(2025)
Interactive triplet attention for few-shot fine-grained image classification.
Neurocomputing
, 655
, Article 131377. 10.1016/j.neucom.2025.131377.
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Li, Xiaoxu;
Ji, Luchen;
Zhu, Rui;
Ma, Zhanyu;
Xue, Jing-Hao;
(2025)
Clarity in chaos: Boosting few-shot classification through information suppression and sparsification.
Pattern Recognition
, 167
, Article 111726. 10.1016/j.patcog.2025.111726.
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Li, Xiaoxu;
Wang, Lang;
Zhu, Rui;
Ma, Zhanyu;
Cao, Jie;
Xue, Jing-Hao;
(2025)
SRML: Structure-relation mutual learning network for few-shot image classification.
Pattern Recognition
, 168
, Article 111822. 10.1016/j.patcog.2025.111822.
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Li, Zhen;
Liu, Zhongyuan;
Chang, Dongliang;
Sain, Aneeshan;
Li, Xiaoxu;
Ma, Zhanyu;
Xue, Jing-Hao;
(2025)
Self-randomized focuses effectively boost metric-based few-shot classifiers.
Pattern Recognition
, 164
, Article 111538. 10.1016/j.patcog.2025.111538.
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Liang, Xitong;
(2025)
Efficient Markov Chain Monte Carlo Algorithms for Bayesian Variable Selection.
Doctoral thesis (Ph.D), UCL (University College London).
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Ling, Xiaoxiao;
(2025)
Item-Level Imputation in Trial-Based Economic Evaluations.
Doctoral thesis (Ph.D), UCL (University College London).
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Ling, Xiaoxiao;
Gabrio, Andrea;
Baio, Gianluca;
(2025)
Bayesian Cost-Effectiveness Analysis Using Individual-Level Data is Sensitive to the Choice of Uniform Priors on the Standard Deviations for Costs in Log-Normal Models.
PharmacoEconomics
(In press).
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Lu, Peiyu;
Li, Xiaoxu;
Zhu, Rui;
Ma, Zhanyu;
Cao, Jie;
Xue, Jing-Hao;
(2025)
Fine-Tuning via Linked Domains: A Closed-Form Dual Alignment Mechanism for Transferring Vision-Language Models.
IEEE Transactions on Circuits and Systems for Video Technology
10.1109/tcsvt.2025.3613794.
(In press).
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Luo, Yiyong;
Griffin, Jim;
(2025)
Bayesian Inference of Vector Autoregressions with Tensor Decompositions.
Journal of Business & Economic Statistics
10.1080/07350015.2024.2447302.
(In press).
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M
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Mameli, Valentina;
Slanzi, Debora;
Griffin, Jim E;
Brown, Philip J;
(2025)
Multivariate Bayesian Global–Local Shrinkage Methods for Regularisation in the High-Dimensional Linear Model.
Mathematics
, 13
(11)
, Article 1812. 10.3390/math13111812.
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Marra, Giampiero;
Radice, Rosalba;
(2025)
Modelling physician visit frequency and costs using a copula additive distributional regression approach.
Journal of the Royal Statistical Society Series C: Applied Statistics
, Article qlaf050. 10.1093/jrsssc/qlaf050.
(In press).
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N
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Naslidnyk, Masha;
Chau, Siu Lun;
Briol, François-Xavier;
Muandet, Krikamol;
(2025)
Kernel Quantile Embeddings and Associated Probability Metrics.
In:
Proceedings of the 42 nd International Conference on Machine Learning.
PMLR: Vancouver, Canada.
(In press).
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O
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Oliver, Mary Chriselda Antony;
Graham, Matthew;
Manolopoulou, Ioanna;
Medley, Graham F;
Pellis, Lorenzo;
Pouwels, Koen B;
Thorpe, Matthew;
(2025)
Uncertainty quantification in cost-effectiveness analysis for stochastic-based infectious disease models: Insights from surveillance on lymphatic filariasis.
Journal of Theoretical Biology
, 611
, Article 112197. 10.1016/j.jtbi.2025.112197.
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P
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Penn, Jordan;
Gunderson, Lee;
Bravo-Hermsdorff, Gecia;
Silva, Ricardo;
Watson, David;
(2025)
BudgetIV: Optimal Partial Identification of Causal Effects with Mostly Invalid Instruments.
arxiv
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Perusquia, José A;
Griffin, Jim E;
Villa, Cristiano;
(2025)
Beta-CoRM: A Bayesian Approach for n-gram Profiles Analysis.
Computational Statistics and Data Analysis
, 202
, Article 108056. 10.1016/j.csda.2024.108056.
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Q
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Qiu, Liuxiang;
Chen, Si;
Xue, Jing-Hao;
Wang, Da-Han;
Zhu, Shunzhi;
Yan, Yan;
(2025)
HOH-Net: High-Order Hierarchical Middle-Feature Learning Network for Visible-Infrared Person Re-Identification.
IEEE Transactions on Circuits and Systems for Video Technology
pp. 1-16.
10.1109/tcsvt.2025.3609840.
(In press).
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R
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Rohrbeck, Christian;
Simpson, Emma;
Tawn, Jonathan;
(2025)
Editorial: EVA (2023) Conference Data Challenge.
Extremes
, 28
pp. 1-21.
10.1007/s10687-025-00508-5.
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Rookes, Tasmin;
Armstrong, Megan;
Walters, Kate;
Read, Joy;
Chesterman, Elizabeth;
Davies, Nathan;
Pigott, Jennifer;
... Schrag, Anette; + view all
(2025)
Feasibility and Acceptability of Intervention and Trial Procedures of the UCL Live Well With Parkinson's Self-Management Toolkit.
Parkinson's Disease
, Article 2804226. 10.1155/padi/2804226.
(In press).
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Rotous, I;
Diana, A;
Matechou, E;
(2025)
A Pólya Tree modelling framework for batch-mark data.
Annals of Applied Statistics
, 19
(2)
pp. 1110-1126.
10.1214/25-AOAS2019.
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S
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Savona, Roberto;
Modena, Andrea;
Alessi, Lucia;
Alberini, Cristina Maria;
Baussano, Iacopo;
Guerra, Ranieri;
Pecorelli, Sergio;
... Stein, Roger M; + view all
(2025)
Towards a framework for a new research ecosystem.
Humanities and Social Sciences Communications
, 12
, Article 1044. 10.1057/s41599-025-05281-1.
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Schilling, Clare;
Payne, Karl;
Wan, Simon;
Brew-Graves, Chris;
Ofo, Enyi;
Ambler, Gareth;
Weller, Alex;
... McGurk, Mark; + view all
(2025)
Lymphatic mapping Of Oropharyngeal Cancer (LOOC): protocol for a phase II surgical imaging trial to evaluate contralateral drainage and occult metastasis in oropharyngeal cancer.
BMJ Open
, 15
(6)
, Article e101746. 10.1136/bmjopen-2025-101746.
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Shao, Zejing;
(2025)
Evaluating the Impact of Universal Credit on Mental Health Using Quasi-Experimental Designs within a Bayesian Hierarchical Framework.
Doctoral thesis (Ph.D), UCL (University College London).
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Sousa-Pinto, Bernardo;
Neumann, Ignacio;
Vieira, Rafael José;
Bognanni, Antonio;
Marques-Cruz, Manuel;
Gil-Mata, Sara;
Mordue, Simone;
... Azevedo, Luís Filipe; + view all
(2025)
Quantitative assessment of inconsistency in meta-analysis using decision thresholds with two new indices.
Journal of Clinical Epidemiology
, Article 111725. 10.1016/j.jclinepi.2025.111725.
(In press).
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Spyropoulou, Maria-Zafeiria;
Hopker, James;
Griffin, James;
(2025)
Fast Bayesian inference in a class of sparse linear mixed effects models.
Statistics and Computing
, 35
, Article 122. 10.1007/s11222-025-10628-4.
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Teh, Kai;
Sadeghi, kayvan;
Soo, Terry;
(2025)
Towards Robust Causal Effect Identification beyond Markov Equivalence.
In:
Proceedings of the 42nd International Conference on Machine Learning.
(pp. pp. 1-8).
PMLR
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Teh, Kai Z;
Sadeghi, Kayvan;
Soo, Terry;
(2025)
A General Framework on Conditions for Constraint-based Causal
Learning.
Scandinavian Journal of Statistics
(In press).
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Thiankhaw, K;
Panteleienko, L;
Stewart, CR;
Oliver, R;
Mallon, D;
Ambler, G;
Werring, DJ;
(2025)
Association of Intracranial Dolichoectasia and Cerebral Small Vessel Disease in Patients With Intracerebral Hemorrhage.
Journal of the American Heart Association
, 14
(12)
, Article e039039. 10.1161/JAHA.124.039039.
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V
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Villemonais, Denis;
Watson, Alexander R;
(2025)
A quasi-stationary approach to the long-term asymptotics of the growth-fragmentation equation.
The Annals of Applied Probability
, 35
(2)
pp. 1233-1297.
10.1214/24-AAP2142.
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W
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Wang, Chenyang;
Yan, Yan;
Xue, Jing-Hao;
Wang, Hanzi;
(2025)
I²OL-Net: Intra-Inter Objectness Learning Network for Point-Supervised X-Ray Prohibited Item Detection.
IEEE Transactions on Information Forensics and Security
, 20
pp. 3045-3059.
10.1109/TIFS.2025.3550052.
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Wang, H;
Xue, JH;
(2025)
360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation.
In:
Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025.
(pp. pp. 212-221).
IEEE: Tucson, AZ, USA.
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Wang, Xiaoke;
Yang, Xiaochen;
Zhu, Rui;
Xue, Jing-Hao;
(2025)
PUAL: A classifier on trifurcate positive-unlabelled data.
Neurocomputing
, 637
, Article 130080. 10.1016/j.neucom.2025.130080.
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Wang, Xiaoke;
Zhu, Rui;
Xue, Jing-Hao;
(2025)
GKF-PUAL: A group kernel-free approach to positive-unlabeled learning with variable selection.
Information Sciences
, 690
, Article 121574. 10.1016/j.ins.2024.121574.
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X
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Xia, W;
de Charette, R;
Oztireli, C;
Xue, JH;
(2025)
UMBRAE: Unified Multimodal Brain Decoding.
In:
Computer Vision – ECCV 2024.
(pp. pp. 242-259).
Springer Nature: Cham, Switzerland.
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Xia, Weihao;
(2025)
Learning Transferable Representations from Multimodal
Data for Multisensory Perception.
Doctoral thesis (Ph.D), UCL (University College London).
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Y
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Yang, Shuyi;
Bussing, Anderson;
Marra, Giampiero;
Brinkmeier, Michelle L;
Camper, Sally A;
Davis, Shannon W;
Ho, Yen-Yi;
(2025)
Time-coexpress: temporal trajectory modeling of dynamic gene co-expression patterns using single-cell transcriptomics data.
BMC Bioinformatics
, 26
(1)
, Article 199. 10.1186/s12859-025-06218-w.
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Z
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Zheng, Huiling;
Wang, Hai;
Zhu, Rui;
Xue, Jing-Hao;
(2025)
A brief review of deep learning methods in mortality forecasting.
Annals of Actuarial Science
pp. 1-16.
10.1017/s1748499525100110.
(In press).
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