OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Gunnar Ratsch
Professor, Swiss Federal Institute of Technology
Joined
September 2016
Names
Gunnar Ratsch
(Preferred)
,
Gunnar Rätsch
,
Gunnar Raetsch
Emails
****@inf.ethz.ch
(Confirmed)
,
****@ratschlab.org
(Confirmed)
,
****@ethz.ch
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Professor
Swiss Federal Institute of Technology
(ethz.ch)
2016
–
Present
Associate professor
MSKCC New York
(ratschlab.org)
2012
–
2016
Advisors, Relations & Conflicts
PhD Advisee
Sonali Andani
2021
–
Present
Postdoc Advisee
Rita Kuznetsova
2020
–
Present
PhD Advisor
Alexander Immer
2020
–
Present
PhD Advisor
Hugo Yèche
2020
–
Present
PhD Advisor
Tanmay Tanna
2020
–
Present
PhD Advisor
Stefan Stark
2019
–
Present
PhD Advisor
Vincent Fortuin
2018
–
Present
Postdoc Advisee
Ximena Bonilla
2018
–
Present
PhD Advisee
Olga Mineeva
2018
–
Present
PhD Advisee
Laurie Prélot
2018
–
Present
PhD Advisee
Joanna Ficek
2018
–
Present
PhD Advisor
Amir Joudaki
2018
–
Present
PhD Advisor
Gideon Dresdner
2017
–
Present
PhD Advisor
Mikhail Karasikov
2017
–
Present
PhD Advisor
Harun Mustafa
2017
–
Present
Coauthor
Andre Kahles
2016
–
Present
Postdoc Advisor
Cristóbal Esteban
2016
–
Present
PhD Advisee
Xinrui Lyu
2016
–
Present
Postdoc Advisor
Kjong-Van Lehmann
2013
–
Present
Postdoc Advisor
Viktor Gal
2017
–
2021
PhD Advisor
Matthias Hüser
2016
–
2021
PhD Advisor
Philipp Markolin
2013
–
2021
PhD Advisor
Francesco Locatello
2016
–
2020
PhD Advisee
Natalie Davidson
2013
–
2020
PhD Advisee
Stephanie Hyland
2013
–
2018
Expertise
Medical informatics
2014
–
Present
Computational Biology
2005
–
Present
Publications
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
Aligning distant sequences to graphs using long seed sketches
Amir Joudaki
,
Alexandru Meterez
,
Harun Mustafa
,
Ragnar Groot Koerkamp
,
andre kahles
,
Gunnar Ratsch
24 Apr 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Clinical Trajectory Representations for Clustering
Haobo Li
,
Alizée Pace
,
Martin Faltys
,
Gunnar Ratsch
Published: 01 Mar 2023, Last Modified: 22 Apr 2023
ICLR 2023 TSRL4H 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
Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations
Alexander Immer
,
Tycho F.A. van der Ouderaa
,
Gunnar Ratsch
,
Vincent Fortuin
,
Mark van der Wilk
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
On Disentanglement in Gaussian Process Variational Autoencoders
Simon Bing
,
Vincent Fortuin
,
Gunnar Ratsch
Published: 29 Jan 2022, Last Modified: 20 Apr 2025
AABI 2022 Poster
Readers:
Everyone
Bayesian Neural Network Priors Revisited
Vincent Fortuin
,
Adrià Garriga-Alonso
,
Sebastian W. Ober
,
Florian Wenzel
,
Gunnar Ratsch
,
Richard E Turner
,
Mark van der Wilk
,
Laurence Aitchison
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Poster
Readers:
Everyone
HiRID-ICU-Benchmark --- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
Hugo Yèche
,
Rita Kuznetsova
,
Marc Zimmermann
,
Matthias Hüser
,
Xinrui Lyu
,
Martin Faltys
,
Gunnar Ratsch
Published: 29 Jul 2021, Last Modified: 26 May 2025
NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
Readers:
Everyone
Bayesian Neural Network Priors Revisited
Vincent Fortuin
,
Adrià Garriga-Alonso
,
Florian Wenzel
,
Gunnar Ratsch
,
Richard E Turner
,
Mark van der Wilk
,
Laurence Aitchison
Published: 21 Dec 2020, Last Modified: 20 Apr 2025
AABI2020
Readers:
Everyone
View all 132 publications
Co-Authors
Adrià Garriga-Alonso
Alexander Binder
Alexander Immer
Alexander J. Smola
Alexander Zien
Alexandru Meterez
Alizée Pace
Amir Joudaki
Anant Raj
Andreas Wicki
Andrew L. Wolfe
André Kahles
Arnulf B. A. Graf
Arun K. Jagota
Asa Ben-Hur
Ayhan Demiriz
Bastian Rieck
Ben Poole
Benjamin Bichsel
Benjamin J. Raphael
Bernhard Schölkopf
Bettina Hepp
C. Robin Buell
Carl Edward Rasmussen
Carsten Eickhoff
View all 207 co-authors