ML Anthology

Pace, Alizée

11 publications

ICLR 2025 Preference Elicitation for Offline Reinforcement Learning Alizée Pace, Bernhard Schölkopf, Gunnar Ratsch, Giorgia Ramponi
ICLR 2024 Delphic Offline Reinforcement Learning Under Nonidentifiable Hidden Confounding Alizée Pace, Hugo Yèche, Bernhard Schölkopf, Gunnar Ratsch, Guy Tennenholtz
ICMLW 2024 Preference Elicitation for Offline Reinforcement Learning Alizée Pace, Bernhard Schölkopf, Gunnar Ratsch, Giorgia Ramponi
ICMLW 2024 Preference Elicitation for Offline Reinforcement Learning Alizée Pace, Bernhard Schölkopf, Gunnar Ratsch, Giorgia Ramponi
NeurIPSW 2024 Uncertainty-Penalized Direct Preference Optimization Sam Houliston, Alizée Pace, Alexander Immer, Gunnar Ratsch
NeurIPSW 2024 Uncertainty-Penalized Direct Preference Optimization Sam Houliston, Alizée Pace, Alexander Immer, Gunnar Ratsch
ICLRW 2024 West-of-N: Synthetic Preference Generation for Improved Reward Modeling Alizée Pace, Jonathan Mallinson, Eric Malmi, Sebastian Krause, Aliaksei Severyn
ICLRW 2023 Clinical Trajectory Representations for Clustering Haobo Li, Alizée Pace, Martin Faltys, Gunnar Ratsch
ICMLW 2023 Delphic Offline Reinforcement Learning Under Nonidentifiable Hidden Confounding Alizée Pace, Hugo Yèche, Bernhard Schölkopf, Gunnar Ratsch, Guy Tennenholtz
ICML 2023 Temporal Label Smoothing for Early Event Prediction Hugo Yèche, Alizée Pace, Gunnar Ratsch, Rita Kuznetsova
ICLR 2022 POETREE: Interpretable Policy Learning with Adaptive Decision Trees Alizée Pace, Alex Chan, Mihaela van der Schaar