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Number of items: 26.

A

Aitchison, L; Bang, D; Bahrami, B; Latham, PE; (2015) Doubly Bayesian Analysis of Confidence in Perceptual Decision-Making. PLoS Computational Biology , 11 (10) , Article e1004519. 10.1371/journal.pcbi.1004519. Green open access
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J

Jitkrittum, W; Gretton, A; Heess, N; Eslami, A; Lakshminarayanan, B; Sejdinovic, D; Szabo, Z; (2015) Just-In-Time Kernel Regression for Expectation Propagation. In: Proceeding of Large-Scale Kernel Learning: Challenges and New Opportunities workshop. : Lille, France. (In press).

Jitkrittum, W; Gretton, A; Heess, N; Eslami, A; Lakshminarayanan, B; Sejdinovic, D; Szabo, Z; (2015) Kernel-Based Just-In-Time Learning for Passing Expectation Propagation Messages. Presented at: Data, Learning and Inference workshop (DALI), La Palma (Canaries, Spain). Green open access
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Jitkrittum, W; Gretton, A; Heess, N; Eslami, SMA; Lakshminarayanan, B; Sejdinovic, D; Szabó, Z; (2015) Kernel-based just-in-time learning for passing expectation propagation messages. In: Meila, Marina and Heskes, Tom, (eds.) Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence (UAI'15 ). (pp. pp. 405-414). AUAI Press: Virginia, USA. Green open access
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Jitkrittum, W; Gretton, AL; Heess, N; Eslami, SMA; Lakshminarayanan, B; Sejdinovic, D; Szabó, Z; (2015) Kernel-Based Just-In-Time Learning For Passing Expectation Propagation Messages. Presented at: International Conference on Machine Learning (ICML) - Large-Scale Kernel Learning: Challenges and New Opportunities workshop, Lille, France. Green open access
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P

Pachitariu, M; Lyamzin, DR; Sahani, M; Lesica, NA; (2015) State-dependent population coding in primary auditory cortex. J Neurosci , 35 (5) pp. 2058-2073. 10.1523/JNEUROSCI.3318-14.2015. Green open access
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Park, M; Jitkrittum, W; Qamar, A; Szabo, Z; Buesing, L; Sahani, M; (2015) Bayesian Manifold Learning: Locally Linear Latent Variable Model (LL-LVM). Presented at: Quinquennial Review Symposium, London, United Kingdom. Green open access
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Poort, J; Khan, AG; Pachitariu, M; Nemri, A; Orsolic, I; Krupic, J; Bauza, M; ... Hofer, SB; + view all (2015) Learning Enhances Sensory and Multiple Non-sensory Representations in Primary Visual Cortex. Neuron , 86 (6) pp. 1478-1490. 10.1016/j.neuron.2015.05.037. Green open access
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S

Sriperumbudur, B; Szabo, Z; (2015) Optimal Rates for Random Fourier Feature Approximations. Presented at: Talk at University of Alberta, Edmonton, Alberta, Canada. Green open access
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Sriperumbudur, B; Szabo, Z; (2015) Optimal Rates for Random Fourier Feature Kernel Approximations. Presented at: Talk at UC Berkeley: AMPLab, Berkeley, California. Green open access
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Sriperumbudur, B; Szabo, Z; (2015) Optimal Rates for Random Fourier Features. Presented at: Neural Information Processing Systems (NIPS-2015), Montréal, Canada. (In press). Green open access
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Sriperumbudur, B; Szabo, Z; (2015) Optimal Uniform and Lp Rates for Random Fourier Features. Presented at: Quinquennial Review Symposium, Gatsby Unit, London, Unite Kingdom. Green open access
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Sriperumbudur, B; Szabo, Z; (2015) Optimal Uniform and Lp Rates for Random Fourier Features. Presented at: Talk at Pennsylvania State University, Pennsylvania State University, USA. Green open access
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Sriperumbudur, B; Szabo, Z; (2015) Performance Guarantees for Random Fourier Features - Limitations and Merits. Presented at: ML@SITraN, University of Sheffield, Sheffield, Unite Kingdom. Green open access
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Strathmann, H; Sejdinovic, D; Livingstone, S; Szabo, Z; Gretton, A; (2015) Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families. In: Cortes, C and Lawrence, ND and Lee, DD and Sugiyama, M and Garnett, R, (eds.) Advances in Neural Information Processing Systems 28 (NIPS 2015). NIPS Proceedings Green open access
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Szabo, Z; Gretton, A; Póczos, B; Sriperumbudur, B; (2015) Consistent Vector-valued Distribution Regression. Presented at: UCL Workshop on the Theory of Big Data, London, UK. Green open access
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Szabo, Z; Gretton, A; Poczos, B; Sriperumbudur, B; (2015) Two-stage Sampled Learning Theory on Distributions. In: Lebanon, G and Vishwanathan, SVN, (eds.) Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics. (pp. pp. 948-957). Journal of Machine Learning Research: San Diego, CA, USA. Green open access
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Szabo, Z; Sriperumbudur, B; Poczos, B; Gretton, A; (2015) Consistent Vector-valued Regression on Probability Measures. Presented at: Invited talk at Prof. Bernhard Schölkopf's lab, Tübingen. Green open access
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Szabo, Z; Sriperumbudur, B; Poczos, B; Gretton, A; (2015) Distribution Regression - Make It Simple and Consistent. Presented at: Data, Learning and Inference workshop (DALI), La Palma (Canaries, Spain). Green open access
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Szabo, Z; Sriperumbudur, B; Poczos, B; Gretton, A; (2015) Distribution Regression: Computational and Statistical Tradeoffs. Presented at: Talk at Princeton University, Princeton, New Jersey. Green open access
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Szabo, Z; Sriperumbudur, B; Poczos, B; Gretton, A; (2015) Distribution Regression: Computational and Statistical Tradeoffs. Presented at: CSML Lunch Talk Series, London, United Kingdom. Green open access
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Szabo, Z; Sriperumbudur, B; Poczos, B; Gretton, A; (2015) Learning Theory for Vector-Valued Distribution Regression. Presented at: CMStatistics 2015, London, United Kingdom. Green open access
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Szabo, Z; Sriperumbudur, B; Poczos, B; Gretton, A; (2015) Regression on Probability Measures: A Simple and Consistent Algorithm. Presented at: CRiSM Seminars, Department of Statistics, University of Warwick, Coventry, United Kingdom. Green open access
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Szabo, Z; Sriperumbudur, B; Poczos, B; Gretton, A; (2015) A Simple and Consistent Technique for Vector-valued Distribution Regression. Presented at: Invited talk at the Artificial Intelligence and Natural Computation seminars, University of Birmingham, UK. Green open access
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Szabo, Z; Sriperumbudur, B; Poczos, B; Gretton, A; (2015) Vector-valued Distribution Regression - Keep It Simple and Consistent. Presented at: CSML reading group, Department of Statistics, University of Oxford, Oxford, United Kingdom. Green open access
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W

Williamson, RS; Sahani, M; Pillow, JW; (2015) The Equivalence of Information-Theoretic and Likelihood-Based Methods for Neural Dimensionality Reduction. PLOS Computational Biology , 11 (4) , Article e1004141. 10.1371/journal.pcbi.1004141. Green open access
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This list was generated on Wed Oct 13 00:40:56 2021 BST.