Sanath Kumar Krishnamurthy

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Multi Armed Bandits

Greedy Algorithm

Model Selection

Error Estimation

Top Venues

Publications

Sanath Kumar Krishnamurthy, Adrienne M. Propp, Susan Athey
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective. AISTATS (2024)
Sanath Kumar Krishnamurthy, Susan Athey, Emma Brunskill
Data-driven Error Estimation: Upper Bounding Multiple Errors with No Technical Debt. CoRR (2024)
Aldo Gael Carranza, Sanath Kumar Krishnamurthy, Susan Athey
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles. AISTATS (2023)
Sanath Kumar Krishnamurthy, Ruohan Zhan, Susan Athey, Emma Brunskill
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization. CoRR (2023)
Sanath Kumar Krishnamurthy, Tanmay Gangwani, Sumeet Katariya, Branislav Kveton, Anshuka Rangi
Selective Uncertainty Propagation in Offline RL. CoRR (2023)
Sanath Kumar Krishnamurthy, Ruohan Zhan, Susan Athey, Emma Brunskill
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization. NeurIPS (2023)
Susan Athey, Undral Byambadalai, Vitor Hadad, Sanath Kumar Krishnamurthy, Weiwen Leung, Joseph Jay Williams
Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning. CoRR (2022)
Aldo Gael Carranza, Sanath Kumar Krishnamurthy, Susan Athey
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracle. CoRR (2022)
Sanath Kumar Krishnamurthy, Vitor Hadad, Susan Athey
Adapting to misspecification in contextual bandits with offline regression oracles. CoRR (2021)
Sanath Kumar Krishnamurthy, Vitor Hadad, Susan Athey
Tractable contextual bandits beyond realizability. AISTATS (2021)
Sanath Kumar Krishnamurthy, Susan Athey
Optimal Model Selection in Contextual Bandits with Many Classes via Offline Oracles. CoRR (2021)
Sanath Kumar Krishnamurthy, Vitor Hadad, Susan Athey
Adapting to misspecification in contextual bandits with offline regression oracles. ICML (2021)
Sanath Kumar Krishnamurthy, Vitor Hadad, Susan Athey
Tractable contextual bandits beyond realizability. CoRR (2020)
Siddharth Barman, Sanath Kumar Krishnamurthy
Approximation Algorithms for Maximin Fair Division. ACM Trans. Economics and Comput. 8 (1) (2020)
Sanath Kumar Krishnamurthy, Susan Athey
Survey Bandits with Regret Guarantees. CoRR (2020)
Siddharth Barman, Sanath Kumar Krishnamurthy
On the Proximity of Markets with Integral Equilibria. AAAI (2019)
Siddharth Barman, Sanath Kumar Krishnamurthy, Rohit Vaish
Finding Fair and Efficient Allocations. EC (2018)
Siddharth Barman, Sanath Kumar Krishnamurthy, Rohit Vaish
Greedy Algorithms for Maximizing Nash Social Welfare. AAMAS (2018)
Siddharth Barman, Sanath Kumar Krishnamurthy
On the Proximity of Markets with Integral Equilibria. CoRR (2018)