Ashkan Soleymani
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
sample complexity
(2)
group invariance
(2)
reinforcement learning
(1)
benchmark suite
(1)
feature selection
(1)
policy learning
(1)
sharpness-aware minimization
(1)
generalization error
(1)
experimental design
(1)
kernel regression
(1)
invariance
(1)
polynomial time
(1)
randomized algorithm
(1)
causal effect
(1)
high-dimensional data
(1)
polynomial time algorithm
(1)
drug discovery
(1)
symmetry discovery
(1)
bias reduction
(1)
doubly robust estimator
(1)
Papers
Efficient Learning and Symmetry Discovery under Exact Invariances
COLT 2026
A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries
AISTATS 2025
Learning with Exact Invariances in Polynomial Time
ICML 2025
A Universal Class of Sharpness-Aware Minimization Algorithms
ICML 2024
Learning Decision Policies with Instrumental Variables through Double Machine Learning
ICML 2024
DRCFS: Doubly Robust Causal Feature Selection
ICML 2023
GeneDisco: A Benchmark for Experimental Design in Drug Discovery
ICLR 2022