Raunak Kumar
4 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (2)
AISTATS (1)
IJCAI (1)
Keywords
expectation maximization
(2)
regret bound
(2)
mirror descent
(2)
kl divergence
(2)
exponential family
(1)
resource allocation
(1)
sequential decision
(1)
online convex optimization
(1)
exponential families
(1)
multi-armed bandit
(1)
latent variable model
(1)
convergence rate
(1)
bandit algorithm
(1)
knapsack problem
(1)
policy regret
(1)
memory capacity
(1)
adversarial learning
(1)
unbounded memory
(1)
sequential decision-making
(1)
convergence analysis
(1)
Papers
Online Convex Optimization with Unbounded Memory
NIPS 2023
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
NIPS 2022
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent (Extended Abstract)
IJCAI 2022
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent
AISTATS 2021