Scholar
Ashkan Soleymani
Google Scholar ID: omHTV3MAAAAJ
PhD student, MIT
Machine Learning
Statistics
Causal Inference
Game Theory
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Citations & Impact
All-time
Citations
90
H-index
5
i10-index
3
Publications
17
Co-authors
19
list available
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Publications
9 items
Exact-Form Regret for Gradient Descent, Mirror Descent and Follow-the-Regularized-Leader
2026
Cited
0
Efficient Learning and Symmetry Discovery under Exact Invariances
Annual Conference Computational Learning Theory · 2026
Cited
1
Algorithmic Optimality Guarantees for Nonsmooth $H_\infty$ Output-Feedback Policy Search
2026
Cited
0
Data Generation without Function Estimation
2025
Cited
0
Double Machine Learning for Conditional Moment Restrictions: IV regression, Proximal Causal Learning and Beyond
2025
Cited
0
Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games
2025
Cited
0
Faster Rates for No-Regret Learning in General Games via Cautious Optimism
2025
Cited
0
Learning with Exact Invariances in Polynomial Time
2025
Cited
0
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Resume (English only)
Co-authors
19 total
Stefan Bauer
Helmholtz | TUM | CIFAR
Patrick Jaillet
Dugald C. Jackson Professor, EECS, MIT
Arash Mehrjou
ETH Zürich - Max Planck Institute - GSK.ai
Francesco Quinzan
University of Oxford
Bernhard Schölkopf
Director, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH
Patrick Schwab
GSK
Stefanie Jegelka
TUM and MIT
Behrooz Tahmasebi
PhD student in EECS at MIT
