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publications.bib
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@inproceedings{DBLP:journals/corr/abs-2403-12818,
author = {Hugo Y{\`{e}}che and
Manuel Burger and
Dinara Veshchezerova and
Gunnar R{\"{a}}tsch},
title = {Dynamic Survival Analysis for Early Event Prediction},
booktitle = {CHIL 2024},
series = {Proceedings of Machine Learning Research},
publisher = {{PMLR}},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12818},
doi = {10.48550/ARXIV.2403.12818},
eprint = {2403.12818},
timestamp = {Mon, 08 Apr 2024 18:24:51 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YechePRK23,
author = {Hugo Y{\`{e}}che and
Aliz{\'{e}}e Pace and
Gunnar R{\"{a}}tsch and
Rita Kuznetsova},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Temporal Label Smoothing for Early Event Prediction},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39913--39938},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yeche23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:09 +0200},
biburl = {https://dblp.org/rec/conf/icml/YechePRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YecheKZHLFR21,
author = {Hugo Y{\`{e}}che and
Rita Kuznetsova and
Marc Zimmermann and
Matthias H{\"{u}}ser and
Xinrui Lyu and
Martin Faltys and
Gunnar R{\"{a}}tsch},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {HiRID-ICU-Benchmark - {A} Comprehensive Machine Learning Benchmark
on High-resolution {ICU} Data},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/5878a7ab84fb43402106c575658472fa-Abstract-round1.html},
timestamp = {Thu, 05 May 2022 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/nips/YecheKZHLFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YecheDLHR21,
author = {Hugo Y{\`{e}}che and
Gideon Dresdner and
Francesco Locatello and
Matthias H{\"{u}}ser and
Gunnar R{\"{a}}tsch},
editor = {Marina Meila and
Tong Zhang},
title = {Neighborhood Contrastive Learning Applied to Online Patient Monitoring},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11964--11974},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yeche21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:17 +0200},
biburl = {https://dblp.org/rec/conf/icml/YecheDLHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YecheHB19,
author = {Hugo Y{\`{e}}che and
Justin Harrison and
Tess Berthier},
title = {{UBS:} {A} Dimension-Agnostic Metric for Concept Vector Interpretability
Applied to Radiomics},
booktitle = {Interpretability of Machine Intelligence in Medical Image Computing
and Multimodal Learning for Clinical Decision Support - Second International
Workshop, iMIMIC 2019, and 9th International Workshop, {ML-CDS} 2019,
Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October 17,
2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11797},
pages = {12--20},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33850-3\_2},
doi = {10.1007/978-3-030-33850-3\_2},
timestamp = {Tue, 15 Jun 2021 14:26:25 +0200},
}
@article{DBLP:journals/corr/abs-2212-03044,
author = {Severin Husmann and
Hugo Y{\`{e}}che and
Gunnar R{\"{a}}tsch and
Rita Kuznetsova},
title = {On the Importance of Clinical Notes in Multi-modal Learning for {EHR}
Data},
journal = {TS4H@NeurIPS},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03044},
timestamp = {Thu, 08 Dec 2022 15:26:56 +0100},
}
@inproceedings{DBLP:conf/ml4h/KuznetsovaPBYR23,
author = {Rita Kuznetsova and
Aliz{\'{e}}e Pace and
Manuel Burger and
Hugo Y{\`{e}}che and
Gunnar R{\"{a}}tsch},
title = {On the Importance of Step-wise Embeddings for Heterogeneous Clinical
Time-Series},
booktitle = {ML4H@NeurIPS 2023},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/kuznetsova23a.html},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
}
@inproceedings{pace2023delphic,
title={Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding},
author={Pace, Aliz{\'e}e and Y{\`e}che, Hugo and Sch{\"o}lkopf, Bernhard and R{\"a}tsch, Gunnar and Tennenholtz, Guy},
journal={ICLR 2024},
year={2023}
}
@inproceedings{bouchiat2023improving,
title={Improving Neural Additive Models with Bayesian Principles},
author={Bouchiat, Kouroche and Immer, Alexander and Y{\`e}che, Hugo and R{\"a}tsch, Gunnar and Fortuin, Vincent},
journal={ICML 2024},
year={2024}
}
@article{huser2024comprehensive,
title={A comprehensive ml-based respiratory monitoring system for physiological monitoring \& resource planning in the icu},
author={H{\"u}ser, Matthias and Lyu, Xinrui and Faltys, Martin and Pace, Aliz{\'e}e and Hoche, Marine and Hyland, Stephanie L and Y{\`e}che, Hugo and Burger, Manuel and Merz, Tobias M and R{\"a}tsch, Gunnar},
journal={medRxiv},
pages={2024--01},
year={2024},
publisher={Cold Spring Harbor Laboratory Press}
}