Publications

Anastasiou, A. et al. (no date) “Stein’s Method Meets Statistics: A Review of Some Recent Developments.”
Mijoule, G., Reinert, G. and Swan, Y. (no date) “Stein operators, kernels and discrepancies for multivariate continuous distributions.”
Mathieu, E. et al. (no date) “Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders.”
Foster, A. et al. (no date) “Variational Bayesian Optimal Experimental Design.”
Vollmer, S. et al. (no date) “Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness.”
Maddison, C. et al. (no date) “Hamiltonian Descent Methods.”
Gunnarsson, Á. and Teh, Y. (no date) “Scalable approaches to inference and analysis of genome-wide genealogies.”
Ley, C., Reinert, G. and Swan, Y. (no date) “Distances between nested densities and a measure of the impact of the prior in Bayesian statistics”, Annals of Applied Probability  [Preprint].
Heess, N., Silver, D. and Teh, Y. (no date) “Actor-Critic Reinforcement Learning with Energy-Based Policies”, in Journal of Machine Learning Research Workshop and Conference Proceedings.