Hugo Yèche

Researcher, Reor20

Joined

June 2021

Names

Hugo Yèche (Preferred)

Emails

****@ethz.ch (Confirmed)

****@grlab.org (Confirmed)

****@inf.ethz.ch (Confirmed)

****@gmail.com (Confirmed)

****@reor20.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

Reor20 (reor20.com)

2025 – Present

PhD student

Swiss Federal Institute of Technology (ethz.ch)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Towards Foundation Models for Critical Care Time Series
Manuel Burger, Fedor Sergeev, Malte Londschien, Daphné Chopard, Hugo Yèche, Eike Christian Gerdes, Polina Leshetkina, Alexander Morgenroth, Zeynep Babür, Jasmina Bogojeska, Martin Faltys, Rita Kuznetsova, Gunnar Ratsch
- AIM-FM Workshop @ NeurIPS'24 Oral
- Readers: Everyone
Towards Large-scale Clinical Multi-variate Time-series Datasets
Manuel Burger, Fedor Sergeev, Malte Londschien, Daphné Chopard, Hugo Yèche, Eike Christian Gerdes, Polina Leshetkina, Alexander Morgenroth, Zeynep Babür, Jasmina Bogojeska, Martin Faltys, Rita Kuznetsova, Gunnar Ratsch
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
Improving Neural Additive Models with Bayesian Principles
Kouroche Bouchiat, Alexander Immer, Hugo Yèche, Gunnar Ratsch, Vincent Fortuin
- ICML 2024 Poster
- Readers: Everyone
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
Alizée Pace, Hugo Yèche, Bernhard Schölkopf, Gunnar Ratsch, Guy Tennenholtz
- ICLR 2024 poster
- Readers: Everyone
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
Alizée Pace, Hugo Yèche, Bernhard Schölkopf, Gunnar Ratsch, Guy Tennenholtz
- Published: 20 Jul 2023, Last Modified: 08 Jun 2025
- EWRL16
- Readers: Everyone
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
Alizée Pace, Hugo Yèche, Bernhard Schölkopf, Gunnar Ratsch, Guy Tennenholtz
- Frontiers4LCD
- Readers: Everyone
Linearized Laplace Inference in Neural Additive Models
Kouroche Bouchiat, Alexander Immer, Hugo Yèche, Vincent Fortuin
- Published: 20 Jun 2023, Last Modified: 18 Jul 2023
- AABI 2023
- Readers: Everyone
Temporal Label Smoothing for Early Event Prediction
Hugo Yèche, Alizée Pace, Gunnar Ratsch, Rita Kuznetsova
- ICML 2023 Poster
- Readers: Everyone
On the Importance of Clinical Notes in Multi-modal Learning for EHR Data
Severin Husmann, Hugo Yèche, Gunnar Ratsch, Rita Kuznetsova
- Published: 02 Dec 2022, Last Modified: 05 May 2023
- TS4H Poster
- Readers: Everyone
Temporal Label Smoothing for Early Prediction of Adverse Events
Hugo Yèche, Alizée Pace, Gunnar Ratsch, Rita Kuznetsova
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone

View all 14 publications

Co-Authors

View all 27 co-authors