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2020 – today
- 2025
[j3]Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer:
Double Machine Learning Based Structure Identification from Temporal Data. Trans. Mach. Learn. Res. 2025 (2025)- [c8]Ashkan Soleymani, Behrooz Tahmasebi, Stefanie Jegelka, Patrick Jaillet:
A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries. AISTATS 2025: 4816-4824 - [c7]Ashkan Soleymani, Behrooz Tahmasebi, Stefanie Jegelka, Patrick Jaillet:
Learning with Exact Invariances in Polynomial Time. ICML 2025 - [c6]Ashkan Soleymani
, Georgios Piliouras, Gabriele Farina:
Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games. EC 2025: 870 - [c5]Ashkan Soleymani, Georgios Piliouras, Gabriele Farina:
Faster Rates for No-Regret Learning in General Games via Cautious Optimism. STOC 2025: 518-529 - [i14]Ashkan Soleymani, Behrooz Tahmasebi, Stefanie Jegelka, Patrick Jaillet:
Learning with Exact Invariances in Polynomial Time. CoRR abs/2502.19758 (2025) - [i13]Ashkan Soleymani, Georgios Piliouras, Gabriele Farina:
Faster Rates for No-Regret Learning in General Games via Cautious Optimism. CoRR abs/2503.24340 (2025) - [i12]Ashkan Soleymani, Georgios Piliouras, Gabriele Farina:
Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games. CoRR abs/2506.05005 (2025) - [i11]Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska:
Double Machine Learning for Conditional Moment Restrictions: IV Regression, Proximal Causal Learning and Beyond. CoRR abs/2506.14950 (2025) - [i10]Hadi Daneshmand, Ashkan Soleymani:
Data Generation without Function Estimation. CoRR abs/2507.08239 (2025) - 2024
- [c4]Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska:
Learning Decision Policies with Instrumental Variables through Double Machine Learning. ICML 2024 - [c3]Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka, Patrick Jaillet:
A Universal Class of Sharpness-Aware Minimization Algorithms. ICML 2024 - [i9]Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska:
Learning Decision Policies with Instrumental Variables through Double Machine Learning. CoRR abs/2405.08498 (2024) - [i8]Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka, Patrick Jaillet:
A Universal Class of Sharpness-Aware Minimization Algorithms. CoRR abs/2406.03682 (2024) - 2023
- [j2]Arash Mehrjou, Ashkan Soleymani, Amin Abyaneh, Samir Bhatt, Bernhard Schölkopf, Stefan Bauer:
Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases. PLoS Comput. Biol. 19(1) (2023) - [c2]Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer:
DRCFS: Doubly Robust Causal Feature Selection. ICML 2023: 28468-28491 - [i7]Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer:
DRCFS: Doubly Robust Causal Feature Selection. CoRR abs/2306.07024 (2023) - [i6]Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer:
Doubly Robust Structure Identification from Temporal Data. CoRR abs/2311.06012 (2023) - 2022
- [j1]Ashkan Soleymani, Anant Raj, Stefan Bauer, Bernhard Schölkopf, Michel Besserve:
Causal Feature Selection via Orthogonal Search. Trans. Mach. Learn. Res. 2022 (2022) - [c1]Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab:
GeneDisco: A Benchmark for Experimental Design in Drug Discovery. ICLR 2022 - [i5]Arash Mehrjou, Ashkan Soleymani, Stefan Bauer, Bernhard Schölkopf:
Physical Derivatives: Computing policy gradients by physical forward-propagation. CoRR abs/2201.05830 (2022) - [i4]Arash Mehrjou, Ashkan Soleymani, Annika Buchholz, Jürgen Hetzel, Patrick Schwab, Stefan Bauer:
Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database. CoRR abs/2204.09328 (2022) - 2021
- [i3]Arash Mehrjou, Ashkan Soleymani, Amin Abyaneh, Bernhard Schölkopf, Stefan Bauer:
Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases. CoRR abs/2103.15561 (2021) - [i2]Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab:
GeneDisco: A Benchmark for Experimental Design in Drug Discovery. CoRR abs/2110.11875 (2021) - 2020
- [i1]Anant Raj, Stefan Bauer, Ashkan Soleymani, Michel Besserve, Bernhard Schölkopf:
Causal Feature Selection via Orthogonal Search. CoRR abs/2007.02938 (2020)
Coauthor Index
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