Towards certification: A complete statistical validation pipeline for supervised learning in industryby Lucas Lacasa, Abel…
Training on test proteins improves fitness, structure, and function predictionby Anton Bushuiev, Roman Bushuiev, Nikola…
Bridge-IF: Learning Inverse Protein Folding with Markov Bridgesby Yiheng Zhu, Jialu Wu, Qiuyi Li, Jiahuan…
Supervised Transfer Learning Framework for Fault Diagnosis in Wind Turbinesby Kenan Weber, Christine PreisachFirst submitted…
Theoretical characterisation of the Gauss-Newton conditioning in Neural Networksby Jim Zhao, Sidak Pal Singh, Aurelien…
LE-PDE++: Mamba for accelerating PDEs Simulationsby Aoming Liang, Zhaoyang Mu, Qi liu, Ruipeng Li, Mingming…
EXAGREE: Towards Explanation Agreement in Explainable Machine Learningby Sichao Li, Quanling Deng, Amanda S. BarnardFirst…
Understanding Variational Autoencoders with Intrinsic Dimension and Information Imbalanceby Charles Camboulin, Diego Doimo, Aldo GlielmoFirst…
Optimal Classification under Performative Distribution Shiftby Edwige Cyffers, Muni Sreenivas Pydi, Jamal Atif, Olivier CappéFirst…
Theory-inspired Label Shift Adaptation via Aligned Distribution Mixtureby Ruidong Fan, Xiao Ouyang, Hong Tao, Yuhua…