Tempered Calculus for ML: Application to Hyperbolic Model Embeddingby Richard Nock, Ehsan Amid, Frank Nielsen,…
Informed Reinforcement Learning for Situation-Aware Traffic Rule Exceptionsby Daniel Bogdoll, Jing Qin, Moritz Nekolla, Ahmed…
Reinforcement Learning with Ensemble Model Predictive Safety Certificationby Sven Gronauer, Tom Haider, Felippe Schmoeller da…
Scaling Laws for Downstream Task Performance in Machine Translationby Berivan Isik, Natalia Ponomareva, Hussein Hazimeh,…
Gradient Coding in Decentralized Learning for Evading Stragglersby Chengxi Li, Mikael SkoglundFirst submitted to arxiv…
Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantificationby Mert Ketenci,…
CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformersby Adjorn van Engelenhoven, Nicola Strisciuglio, EstefanÃa…
Acute kidney injury prediction for non-critical care patients: a retrospective external and internal validation studyby…
MusicRL: Aligning Music Generation to Human Preferencesby Geoffrey Cideron, Sertan Girgin, Mauro Verzetti, Damien Vincent,…
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasksby Jongho Park,…