Soleymani, Ashkan

10 publications

AISTATS 2025 A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries Ashkan Soleymani, Behrooz Tahmasebi, Stefanie Jegelka, Patrick Jaillet

TMLR 2025 Double Machine Learning Based Structure Identification from Temporal Data Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer

ICML 2025 Learning with Exact Invariances in Polynomial Time Ashkan Soleymani, Behrooz Tahmasebi, Stefanie Jegelka, Patrick Jaillet

ICML 2024 A Universal Class of Sharpness-Aware Minimization Algorithms Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka, Patrick Jaillet

ICMLW 2024 A Universal Class of Sharpness-Aware Minimization Algorithms Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka, Patrick Jaillet

ICML 2024 Learning Decision Policies with Instrumental Variables Through Double Machine Learning Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska

ICML 2023 DRCFS: Doubly Robust Causal Feature Selection Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer

NeurIPSW 2023 On Scale-Invariant Sharpness Measures Behrooz Tahmasebi, Ashkan Soleymani, Stefanie Jegelka, Patrick Jaillet

TMLR 2022 Causal Feature Selection via Orthogonal Search Ashkan Soleymani, Anant Raj, Stefan Bauer, Bernhard Schölkopf, Michel Besserve

ICLR 2022 GeneDisco: A Benchmark for Experimental Design in Drug Discovery Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab