Sanath Kumar Krishnamurthy
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(21)
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
contextual bandit
(5)
cumulative regret
(2)
bias-variance tradeoff
(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)
reward model
(1)
confidence interval
(1)
uncertainty propagation
(1)
heterogeneous treatment effect
(1)
robust algorithm
(1)
Papers
Selective Uncertainty Propagation in Offline RL
AAAI 2025
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective
AISTATS 2024
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles
AISTATS 2023
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization
NeurIPS 2023
Adapting to misspecification in contextual bandits with offline regression oracles
ICML 2021
Tractable contextual bandits beyond realizability
AISTATS 2021
On the Proximity of Markets with Integral Equilibria
AAAI 2019