A Universal Class of Sharpness-Aware Minimization Algorithms
Tahmasebi, Behrooz, Soleymani, Ashkan, Bahri, Dara, Jegelka, Stefanie, Jaillet, Patrick
Year of Publication 05.06.2024
Year of Publication 05.06.2024
Get full text
Journal Article
Learning Decision Policies with Instrumental Variables through Double Machine Learning
Shao, Daqian, Soleymani, Ashkan, Quinzan, Francesco, Kwiatkowska, Marta
Year of Publication 14.05.2024
Year of Publication 14.05.2024
Get full text
Journal Article
Doubly Robust Structure Identification from Temporal Data
Angelis, Emmanouil, Quinzan, Francesco, Soleymani, Ashkan, Jaillet, Patrick, Bauer, Stefan
Year of Publication 10.11.2023
Year of Publication 10.11.2023
Get full text
Journal Article
Physical Derivatives: Computing policy gradients by physical forward-propagation
Mehrjou, Arash, Soleymani, Ashkan, Bauer, Stefan, Schölkopf, Bernhard
Year of Publication 15.01.2022
Year of Publication 15.01.2022
Get full text
Journal Article
DRCFS: Doubly Robust Causal Feature Selection
Quinzan, Francesco, Soleymani, Ashkan, Jaillet, Patrick, Rojas, Cristian R, Bauer, Stefan
Year of Publication 12.06.2023
Year of Publication 12.06.2023
Get full text
Journal Article
Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database
Mehrjou, Arash, Soleymani, Ashkan, Buchholz, Annika, Hetzel, Jürgen, Schwab, Patrick, Bauer, Stefan
Year of Publication 20.04.2022
Year of Publication 20.04.2022
Get full text
Journal Article
Causal Feature Selection via Orthogonal Search
Soleymani, Ashkan, Raj, Anant, Bauer, Stefan, Schölkopf, Bernhard, Besserve, Michel
Year of Publication 06.07.2020
Year of Publication 06.07.2020
Get full text
Journal Article
A Universal Class of Sharpness-Aware Minimization Algorithms
Tahmasebi, Behrooz, Soleymani, Ashkan, Bahri, Dara, Jegelka, Stefanie, Jaillet, Patrick
Published in arXiv.org (10.06.2024)
Get full text
Published in arXiv.org (10.06.2024)
Paper
GeneDisco: A Benchmark for Experimental Design in Drug Discovery
Mehrjou, Arash, Soleymani, Ashkan, Jesson, Andrew, Notin, Pascal, Gal, Yarin, Bauer, Stefan, Schwab, Patrick
Year of Publication 22.10.2021
Year of Publication 22.10.2021
Get full text
Journal Article
Doubly Robust Structure Identification from Temporal Data
Angelis, Emmanouil, Quinzan, Francesco, Soleymani, Ashkan, Jaillet, Patrick, Bauer, Stefan
Published in arXiv.org (10.11.2023)
Get full text
Published in arXiv.org (10.11.2023)
Paper
Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases
Mehrjou, Arash, Soleymani, Ashkan, Abyaneh, Amin, Bhatt, Samir, Schölkopf, Bernhard, Bauer, Stefan
Year of Publication 24.03.2021
Year of Publication 24.03.2021
Get full text
Journal Article
Causal Feature Selection via Orthogonal Search
Soleymani, Ashkan, Anant Raj, Bauer, Stefan, Schölkopf, Bernhard, Besserve, Michel
Published in arXiv.org (17.09.2022)
Get full text
Published in arXiv.org (17.09.2022)
Paper
DRCFS: Doubly Robust Causal Feature Selection
Quinzan, Francesco, Soleymani, Ashkan, Jaillet, Patrick, Rojas, Cristian R, Bauer, Stefan
Published in arXiv.org (05.07.2023)
Get full text
Published in arXiv.org (05.07.2023)
Paper
GeneDisco: A Benchmark for Experimental Design in Drug Discovery
Mehrjou, Arash, Soleymani, Ashkan, Jesson, Andrew, Notin, Pascal, Yarin Gal, Bauer, Stefan, Schwab, Patrick
Published in arXiv.org (22.10.2021)
Get full text
Published in arXiv.org (22.10.2021)
Paper