article-journal

Quantifying and hedging economic risk in disability income insurance portfolios

Annika Schneider, Gaurav Khemka, David Pitt, Jinhui Zhang

A revised single-cell transcriptomic atlas of Xenopus embryo reveals new differentiation dynamics

Kseniya Petrova, Maksym Tretiakov, Aleksandr Kotov, Anne H. Monsoro-Burq, Leonid Peshkin

Incorporating Unlabelled Data into Bayesian Neural Networks

Mrinank Sharma, Tom Rainforth, Yee Whye Teh, Vincent Fortuin

Parameter-efficient Bayesian Neural Networks for Uncertainty-aware Depth Estimation

Richard D Paul, Alessio Quercia, Vincent Fortuin, Katharina Nöh, Hanno Scharr

Towards Dynamic Feature Acquisition on Medical Time Series by Maximizing Conditional Mutual Information

Fedor Sergeev, Paola Malsot, Gunnar Rätsch, Vincent Fortuin

A primer on Bayesian neural networks: review and debates

Julyan Arbel, Konstantinos Pitas, Mariia Vladimirova, Vincent Fortuin

Challenges and Perspectives in Deep Generative Modeling (Dagstuhl Seminar 23072)

Vincent Fortuin, Yingzhen Li, Kevin Murphy, Stephan Mandt, Laura Manduchi

Estimating optimal PAC-Bayes bounds with Hamiltonian Monte Carlo

Szilvia Ujváry, Gergely Flamich, Vincent Fortuin, José Miguel Hernández Lobato

Probabilistic predictions for partial least squares using bootstrap

James Odgers, Chrysoula Kappatou, Ruth Misener, Salvador Garcı́a Muñoz, Sarah Filippi