Ashkan Soleymani

6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird

Conferences

ICML (4) AISTATS (1) ICLR (1)

Top co-authors

Patrick Jaillet (4) Stefanie Jegelka (3) Behrooz Tahmasebi (3) Francesco Quinzan (2) Stefan Bauer (2) Arash Mehrjou (1) Cristian R. Rojas (1) Patrick Schwab (1) Daqian Shao (1) Yarin Gal (1)

Keywords

causal inference (1) feature selection (1) high-dimensional datum (1) doubly robust estimator (1) nonlinear system (1) causal feature selection (1) doubly robust (1) nonlinear setting (1)

Papers

A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries AISTATS 2025

Learning with Exact Invariances in Polynomial Time ICML 2025

Learning Decision Policies with Instrumental Variables through Double Machine Learning ICML 2024

A Universal Class of Sharpness-Aware Minimization Algorithms ICML 2024

DRCFS: Doubly Robust Causal Feature Selection ICML 2023

GeneDisco: A Benchmark for Experimental Design in Drug Discovery ICLR 2022