article-journal

Beyond quantification: Navigating uncertainty in professional AI systems

Sylvie Delacroix, Diana Robinson, Umang Bhatt, Jacopo Domenicucci, Jessica Montgomery, Gaël Varoquaux, Carl Henrik Ek, Vincent Fortuin, Yulan He, Tom Diethe, Neill Campbell, El-Assady Mennatallah, Søren Hauberg, Ivana Dusparic, Neil D Lawrence

OneProt: Towards multi-modal protein foundation models via latent space alignment of sequence, structure, binding sites and text encoders

Klemens Flöge, Srisruthi Udayakumar, Johanna Sommer, Marie Piraud, Stefan Kesselheim, Vincent Fortuin, Stephan Günnemann, Karel J van der Weg, Holger Gohlke, Erinc Merdivan, Alina Bazarova

Quantifying and hedging economic risk in disability income insurance portfolios

Annika Schneider, Gaurav Khemka, David Pitt, Jinhui Zhang

Rethinking the Role of Bayesianism in the Age of Modern AI (Dagstuhl Seminar 24461)

Vincent Fortuin, Mohammad Emtiyaz Khan, Mark van der Wilk, Zoubin Ghahramani, Katharine Fisher

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

Semi-real-time decision tree ensemble algorithms for very short-term solar irradiance forecasting

Jose E. Sanchez-Lopez, Javier Solís-García, Jose C. Riquelme