Peyman Mohajerin Esfahani
11 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18)
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Deep Specialist
(11)
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Trend Setter
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Century Club Β· Bronze
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Keyword Collector
(64)
Venues
Top co-authors
Research topics
Keywords
convex optimization
(4)
distributionally robust optimization
(3)
kernel methods
(2)
wasserstein distance
(2)
dynamic programming
(2)
optimal control
(2)
inverse optimization
(2)
maximum entropy
(1)
probabilistic modeling
(1)
compressed sensing
(1)
image denoising
(1)
markov decision process
(1)
nash equilibrium
(1)
computational complexity
(1)
robust classification
(1)
policy evaluation
(1)
sparse regression
(1)
reproducing kernel hilbert space
(1)
value iteration
(1)
kalman filter
(1)
Papers
Fast Algorithm for Constrained Linear Inverse Problems
JMLR 2025
Inverse Optimization via Learning Feasible Regions
ICML 2025
Rank-One Modified Value Iteration
ICML 2025
Scalable Kernel Inverse Optimization
NeurIPS 2024
Fast Approximate Dynamic Programming for Infinite-Horizon Markov Decision Processes
NeurIPS 2021
Principal Component Hierarchy for Sparse Quadratic Programs
ICML 2021
Generalized Maximum Entropy Estimation
JMLR 2019
Regularization via Mass Transportation
JMLR 2019
Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework
ICML 2018
Wasserstein Distributionally Robust Kalman Filtering
NeurIPS 2018
Distributionally Robust Logistic Regression
NeurIPS 2015