Ashkan Soleymani

25 papers A* 7A 1Journal 17
YearRankTypeTitle / Venue / Authors
2025 A conf
A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries.
AISTATS
Ashkan Soleymani, Behrooz Tahmasebi, Stefanie Jegelka, Patrick Jaillet
2025 A* conf
Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games.
EC
Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025 J jnl
Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games.
CoRR
Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025 J jnl
Data Generation without Function Estimation.
CoRR
Hadi Daneshmand, Ashkan Soleymani
2025 J jnl
Double Machine Learning Based Structure Identification from Temporal Data.
Trans. Mach. Learn. Res.
Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer
2025 J jnl
Double Machine Learning for Conditional Moment Restrictions: IV Regression, Proximal Causal Learning and Beyond.
CoRR
Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska
2025 A* conf
Faster Rates for No-Regret Learning in General Games via Cautious Optimism.
STOC
Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025 J jnl
Faster Rates for No-Regret Learning in General Games via Cautious Optimism.
CoRR
Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025 A* conf
Learning with Exact Invariances in Polynomial Time.
ICML
Ashkan Soleymani, Behrooz Tahmasebi, Stefanie Jegelka, Patrick Jaillet
2025 J jnl
Learning with Exact Invariances in Polynomial Time.
CoRR
Ashkan Soleymani, Behrooz Tahmasebi, Stefanie Jegelka, Patrick Jaillet
2024 A* conf
A Universal Class of Sharpness-Aware Minimization Algorithms.
ICML
Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka, Patrick Jaillet
2024 J jnl
A Universal Class of Sharpness-Aware Minimization Algorithms.
CoRR
Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka, Patrick Jaillet
2024 A* conf
Learning Decision Policies with Instrumental Variables through Double Machine Learning.
ICML
Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska
2024 J jnl
Learning Decision Policies with Instrumental Variables through Double Machine Learning.
CoRR
Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska
2023 A* conf
DRCFS: Doubly Robust Causal Feature Selection.
ICML
Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
2023 J jnl
DRCFS: Doubly Robust Causal Feature Selection.
CoRR
Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
2023 J jnl
Doubly Robust Structure Identification from Temporal Data.
CoRR
Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer
2023 J jnl
Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases.
PLoS Comput. Biol.
Arash Mehrjou, Ashkan Soleymani, Amin Abyaneh, Samir Bhatt, Bernhard Schölkopf, Stefan Bauer
2022 J jnl
Causal Feature Selection via Orthogonal Search.
Trans. Mach. Learn. Res.
Ashkan Soleymani, Anant Raj, Stefan Bauer, Bernhard Schölkopf, Michel Besserve
2022 J jnl
Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database.
CoRR
Arash Mehrjou, Ashkan Soleymani, Annika Buchholz, Jürgen Hetzel, Patrick Schwab, Stefan Bauer
2022 A* conf
GeneDisco: A Benchmark for Experimental Design in Drug Discovery.
ICLR
Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab
2022 J jnl
Physical Derivatives: Computing policy gradients by physical forward-propagation.
CoRR
Arash Mehrjou, Ashkan Soleymani, Stefan Bauer, Bernhard Schölkopf
2021 J jnl
GeneDisco: A Benchmark for Experimental Design in Drug Discovery.
CoRR
Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab
2021 J jnl
Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases.
CoRR
Arash Mehrjou, Ashkan Soleymani, Amin Abyaneh, Bernhard Schölkopf, Stefan Bauer
2020 J jnl
Causal Feature Selection via Orthogonal Search.
CoRR
Anant Raj, Stefan Bauer, Ashkan Soleymani, Michel Besserve, Bernhard Schölkopf