Peyman Mohajerin Esfahani
11 papers · 2015–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (14)
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Conference Polyglot
(3)
🏃
Academic Marathon
(10)
🐝
Cross-Pollinator
(14)
💎
Century Club
(11)
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Trend Setter
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Keyword Collector
(51)
Conferences
ICML (4)
NIPS (4)
JMLR (3)
Top co-authors
Keywords
convex optimization
(4)
distributionally robust optimization
(3)
kernel methods
(2)
optimal control
(2)
wasserstein distance
(2)
dynamic programming
(2)
kalman filter
(1)
maximum entropy
(1)
compressed sensing
(1)
markov decision process
(1)
nash equilibrium
(1)
image denoising
(1)
probabilistic modeling
(1)
reproducing kernel hilbert space
(1)
value iteration
(1)
robust classification
(1)
sparse regression
(1)
eigenvalue decomposition
(1)
gradient-based method
(1)
logistic regression
(1)
Papers
Inverse Optimization via Learning Feasible Regions
ICML 2025
Rank-One Modified Value Iteration
ICML 2025
Fast Algorithm for Constrained Linear Inverse Problems
JMLR 2025
Scalable Kernel Inverse Optimization
NIPS 2024
Principal Component Hierarchy for Sparse Quadratic Programs
ICML 2021
Fast Approximate Dynamic Programming for Infinite-Horizon Markov Decision Processes
NIPS 2021
Regularization via Mass Transportation
JMLR 2019
Generalized Maximum Entropy Estimation
JMLR 2019
Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework
ICML 2018
Wasserstein Distributionally Robust Kalman Filtering
NIPS 2018
Distributionally Robust Logistic Regression
NIPS 2015