Siddharth Mitra
6 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
COLT (2)
AAAI (1)
ALT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
multi-armed bandit
(2)
regret bound
(2)
reinforcement learning
(1)
online learning
(1)
markov chain monte carlo
(1)
thompson sampling
(1)
determinantal point process
(1)
partial monitoring
(1)
approximation guarantee
(1)
frank-wolfe algorithm
(1)
approximate posterior
(1)
quadratic variation
(1)
label efficient prediction
(1)
logarithmic communication
(1)
submodular optimization
(1)
concave function
(1)
langevin dynamics
(1)
Papers
Fast Convergence of $Ξ¦$-Divergence Along the Unadjusted Langevin Algorithm and Proximal Sampler
ALT 2025
On the Convergence of Min-Max Langevin Dynamics and Algorithm
COLT 2025
Characterizing Dependence of Samples along the Langevin Dynamics and Algorithms via Contraction of $Ξ¦$-Mutual Information (Extended Abstract)
COLT 2025
Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning
ICML 2023
Submodular + Concave
NIPS 2021
On Adaptivity in Information-Constrained Online Learning
AAAI 2020