3 papers
cs.LG2026
On Reparameterizing the Score Function
Mohammad Hossein Amani, Leonardo Bocchieri, Maxime Peyrard +2
Policy gradients for autoregressive sequence models differentiate each token's log-probability while holding the conditioning history fixed. This discards information about how ear…
cs.CL2025
EuroBERT: Scaling Multilingual Encoders for European Languages
Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves +16
General-purpose multilingual vector representations, used in retrieval, regression and classification, are traditionally obtained from bidirectional encoder models. Despite their w…
cs.LG2025
Meta-Statistical Learning: Supervised Learning of Statistical Estimators
Maxime Peyrard, Kyunghyun Cho
Statistical inference, a central tool of science, revolves around the study and the usage of statistical estimators: functions that map finite samples to predictions about unknown…