Sanath Kumar Krishnamurthy

Sanath Kumar Krishnamurthy

Stanford University

H-index: 8

North America-United States

About Sanath Kumar Krishnamurthy

Sanath Kumar Krishnamurthy, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Algorithms, Causal Inference, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Proportional response: Contextual bandits for simple and cumulative regret minimization

Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective

Flexible and efficient contextual bandits with heterogeneous treatment effect oracles

Selective Uncertainty Propagation in Offline RL

Contextual bandits in a survey experiment on charitable giving: Within-experiment outcomes versus policy learning

Adapting to misspecification in contextual bandits with offline regression oracles

Tractable contextual bandits beyond realizability

Approximation algorithms for maximin fair division

Sanath Kumar Krishnamurthy Information

University

Position

PhD student

Citations(all)

651

Citations(since 2020)

615

Cited By

257

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Sanath Kumar Krishnamurthy Skills & Research Interests

Algorithms

Causal Inference

Machine Learning

Top articles of Sanath Kumar Krishnamurthy

Proportional response: Contextual bandits for simple and cumulative regret minimization

Advances in Neural Information Processing Systems

2024/2/13

Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective

arXiv preprint arXiv:2106.06483

2023

Sanath Kumar Krishnamurthy
Sanath Kumar Krishnamurthy

H-Index: 5

Susan Athey
Susan Athey

H-Index: 49

Flexible and efficient contextual bandits with heterogeneous treatment effect oracles

2023/4/11

Sanath Kumar Krishnamurthy
Sanath Kumar Krishnamurthy

H-Index: 5

Susan Athey
Susan Athey

H-Index: 49

Selective Uncertainty Propagation in Offline RL

arXiv preprint arXiv:2302.00284

2023/2/1

Sanath Kumar Krishnamurthy
Sanath Kumar Krishnamurthy

H-Index: 5

Tanmay Gangwani
Tanmay Gangwani

H-Index: 5

Anshuka Rangi
Anshuka Rangi

H-Index: 6

Contextual bandits in a survey experiment on charitable giving: Within-experiment outcomes versus policy learning

arXiv preprint arXiv:2211.12004

2022/11/22

Adapting to misspecification in contextual bandits with offline regression oracles

Advances in Neural Information Processing Systems

2020

Tractable contextual bandits beyond realizability

2021/3/18

Sanath Kumar Krishnamurthy
Sanath Kumar Krishnamurthy

H-Index: 5

Vitor Hadad
Vitor Hadad

H-Index: 4

Susan Athey
Susan Athey

H-Index: 49

Approximation algorithms for maximin fair division

ACM Transactions on Economics and Computation (TEAC)

2020/3/6

Sanath Kumar Krishnamurthy
Sanath Kumar Krishnamurthy

H-Index: 5

Survey bandits with regret guarantees

arXiv preprint arXiv:2002.09814

2020/2/23

Sanath Kumar Krishnamurthy
Sanath Kumar Krishnamurthy

H-Index: 5

Susan Athey
Susan Athey

H-Index: 49

See List of Professors in Sanath Kumar Krishnamurthy University(Stanford University)

Co-Authors

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