Raunak Kumar
4 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
Research topics
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
NeurIPS 2023
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent (Extended Abstract)
IJCAI 2022
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
NeurIPS 2022
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent
AISTATS 2021