Alizée Pace

14 papers A* 4Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Preference Elicitation for Offline Reinforcement Learning.
ICLR
Alizée Pace, Bernhard Schölkopf, Gunnar Rätsch, Giorgia Ramponi
2025 J jnl
RMS: a ML-based system for ICU respiratory monitoring and resource planning.
npj Digit. Medicine
Matthias Hüser, Xinrui Lyu, Martin Faltys, Alizée Pace, David Berger, Marine Hoche, Stephanie L. Hyland, Hugo Yèche, Manuel Burger, Tobias M. Merz, Gunnar Rätsch
2024 A* conf
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding.
ICLR
Alizée Pace, Hugo Yèche, Bernhard Schölkopf, Gunnar Rätsch, Guy Tennenholtz
2024 J jnl
Preference Elicitation for Offline Reinforcement Learning.
CoRR
Alizée Pace, Bernhard Schölkopf, Gunnar Rätsch, Giorgia Ramponi
2024 — conf
Reinforcement Learning for Heart Failure Treatment Optimization in the Intensive Care Unit.
EMBC
Cristian Drudi, Moritz Fechner, Maximiliano Mollura, Alizée Pace, Gunnar Rätsch, Riccardo Barbieri
2024 J jnl
Uncertainty-Penalized Direct Preference Optimization.
CoRR
Sam Houliston, Alizée Pace, Alexander Immer, Gunnar Rätsch
2024 J jnl
West-of-N: Synthetic Preference Generation for Improved Reward Modeling.
CoRR
Alizée Pace, Jonathan Mallinson, Eric Malmi, Sebastian Krause, Aliaksei Severyn
2023 J jnl
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding.
CoRR
Alizée Pace, Hugo Yèche, Bernhard Schölkopf, Gunnar Rätsch, Guy Tennenholtz
2023 — conf
On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series.
ML4H@NeurIPS
Rita Kuznetsova, Alizée Pace, Manuel Burger, Hugo Yèche, Gunnar Rätsch
2023 J jnl
On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series.
CoRR
Rita Kuznetsova, Alizée Pace, Manuel Burger, Hugo Yèche, Gunnar Rätsch
2023 A* conf
Temporal Label Smoothing for Early Event Prediction.
ICML
Hugo Yèche, Alizée Pace, Gunnar Rätsch, Rita Kuznetsova
2022 A* conf
POETREE: Interpretable Policy Learning with Adaptive Decision Trees.
ICLR
Alizée Pace, Alex J. Chan, Mihaela van der Schaar
2022 J jnl
POETREE: Interpretable Policy Learning with Adaptive Decision Trees.
CoRR
Alizée Pace, Alex J. Chan, Mihaela van der Schaar
2022 J jnl
Temporal Label Smoothing for Early Prediction of Adverse Events.
CoRR
Hugo Yèche, Alizée Pace, Gunnar Rätsch, Rita Kuznetsova