Sanath Kumar Krishnamurthy
7 papers
· 2019–2025
· 4 conferences
· across top CS/AI conferences
Achievements
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Keyword Pioneer
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Interdisciplinary Bridge
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Conference Polyglot
(4)
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Academic Marathon
(6)
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Cross-Pollinator
(12)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(21)
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Keyword Champion
(2)
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Conference Pioneer
Conferences
AISTATS (3)
AAAI (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
contextual bandit
(5)
cumulative regret
(2)
bias-variance trade-off
(2)
reward estimation
(2)
offline reinforcement learning
(1)
model selection
(1)
model misspecification
(1)
policy learning
(1)
pareto efficiency
(1)
regret minimization
(1)
dynamic programming
(1)
distribution shift
(1)
minimax optimal
(1)
regret bound
(1)
market equilibrium
(1)
bias-variance tradeoff
(1)
reward model
(1)
confidence interval
(1)
uncertainty propagation
(1)
heterogeneous treatment effect
(1)
Papers
Tractable contextual bandits beyond realizability
AISTATS 2021