Sanath Kumar Krishnamurthy
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(21)
π
Keyword Champion
(2)
π
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
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
NIPS 2023
Tractable contextual bandits beyond realizability
AISTATS 2021
Adapting to misspecification in contextual bandits with offline regression oracles
ICML 2021
On the Proximity of Markets with Integral Equilibria
AAAI 2019