Mohammad Pedramfar
4 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
regret bound
(3)
bandit feedback
(2)
frank-wolfe algorithm
(2)
submodular optimization
(2)
non-convex optimization
(1)
online optimization
(1)
oracle complexity
(1)
thompson sampling
(1)
bayesian regret
(1)
submodular function
(1)
dr-submodular maximization
(1)
bayesian regret bound
(1)
projection-free algorithm
(1)
information ratio
(1)
kolmogorov dimension
(1)
stochastic optimization
(1)
learning theory
(1)
reinforcement learning
(1)
Papers
From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization
NeurIPS 2024
Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization
ICLR 2024
A Unified Approach for Maximizing Continuous DR-submodular Functions
NeurIPS 2023
Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning
NeurIPS 2023