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Shibani Santurkar

About Shibani Santurkar

Shibani Santurkar, With an exceptional h-index of 24 and a recent h-index of 24 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Machine Learning.

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

Data selection for language models via importance resampling

Whose opinions do language models reflect?

Gpt-4 technical report

3db: A framework for debugging computer vision models

Holistic evaluation of language models

Is a caption worth a thousand images? a study on representation learning

Is a caption worth a thousand images? a controlled study for representation learning

Editing a classifier by rewriting its prediction rules

Shibani Santurkar Information

University

Position

PhD Candidate

Citations(all)

8708

Citations(since 2020)

8534

Cited By

2655

hIndex(all)

24

hIndex(since 2020)

24

i10Index(all)

26

i10Index(since 2020)

25

Email

University Profile Page

Google Scholar

Shibani Santurkar Skills & Research Interests

Machine Learning

Top articles of Shibani Santurkar

Data selection for language models via importance resampling

Advances in Neural Information Processing Systems

2023/12/15

Sang Michael Xie
Sang Michael Xie

H-Index: 8

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Tengyu Ma
Tengyu Ma

H-Index: 2

Whose opinions do language models reflect?

2023/7/3

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Faisal Ladhak
Faisal Ladhak

H-Index: 5

Percy Liang
Percy Liang

H-Index: 55

Tatsunori Hashimoto
Tatsunori Hashimoto

H-Index: 17

Gpt-4 technical report

arXiv preprint arXiv:2303.08774

2023/3/15

Diogo Almeida
Diogo Almeida

H-Index: 15

Paul Baltescu
Paul Baltescu

H-Index: 3

Rosie Campbell
Rosie Campbell

H-Index: 19

Rory Carmichael
Rory Carmichael

H-Index: 6

Derek Chen
Derek Chen

H-Index: 4

Jason Chen
Jason Chen

H-Index: 12

Mark Chen
Mark Chen

H-Index: 7

Casey Chu
Casey Chu

H-Index: 3

Tarun Gogineni
Tarun Gogineni

H-Index: 0

Jonathan Gordon
Jonathan Gordon

H-Index: 8

Joshua Gross
Joshua Gross

H-Index: 3

Yuchen He
Yuchen He

H-Index: 3

Brandon Houghton
Brandon Houghton

H-Index: 4

Shengli Hu
Shengli Hu

H-Index: 3

Xin Hu
Xin Hu

H-Index: 13

Shantanu Jain
Shantanu Jain

H-Index: 1

Ali Kamali
Ali Kamali

H-Index: 2

Logan Kilpatrick
Logan Kilpatrick

H-Index: 1

Jong Wook Kim
Jong Wook Kim

H-Index: 8

Christina Kim
Christina Kim

H-Index: 3

Michael Lampe
Michael Lampe

H-Index: 2

Daniel Levy
Daniel Levy

H-Index: 15

Rachel Lim
Rachel Lim

H-Index: 0

Ryan Lowe
Ryan Lowe

H-Index: 9

3db: A framework for debugging computer vision models

Advances in Neural Information Processing Systems

2022/12/6

Hadi Salman
Hadi Salman

H-Index: 10

Andrew Ilyas
Andrew Ilyas

H-Index: 15

Logan Engstrom
Logan Engstrom

H-Index: 15

Kai Xiao
Kai Xiao

H-Index: 2

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Ashish Kapoor
Ashish Kapoor

H-Index: 2

Holistic evaluation of language models

arXiv preprint arXiv:2211.09110

2022/11/16

Percy Liang
Percy Liang

H-Index: 55

Rishi Bommasani
Rishi Bommasani

H-Index: 2

Dimitris Tsipras
Dimitris Tsipras

H-Index: 14

Dilara Soylu
Dilara Soylu

H-Index: 1

Michihiro Yasunaga
Michihiro Yasunaga

H-Index: 13

Yian Zhang
Yian Zhang

H-Index: 6

Deepak Narayanan
Deepak Narayanan

H-Index: 11

Ananya Kumar
Ananya Kumar

H-Index: 6

Benjamin Newman
Benjamin Newman

H-Index: 1

Bobby Yan
Bobby Yan

H-Index: 0

Ce Zhang
Ce Zhang

H-Index: 3

Christian Cosgrove
Christian Cosgrove

H-Index: 1

Christopher D Manning
Christopher D Manning

H-Index: 102

Christopher Ré
Christopher Ré

H-Index: 53

Eric Zelikman
Eric Zelikman

H-Index: 2

Faisal Ladhak
Faisal Ladhak

H-Index: 5

Huaxiu Yao
Huaxiu Yao

H-Index: 15

Jue Wang
Jue Wang

H-Index: 9

Keshav Santhanam
Keshav Santhanam

H-Index: 4

Laurel Orr
Laurel Orr

H-Index: 6

Lucia Zheng
Lucia Zheng

H-Index: 0

Omar Khattab
Omar Khattab

H-Index: 3

Peter Henderson
Peter Henderson

H-Index: 13

Qian Huang
Qian Huang

H-Index: 10

Sang Michael Xie
Sang Michael Xie

H-Index: 8

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Surya Ganguli
Surya Ganguli

H-Index: 42

Tatsunori Hashimoto
Tatsunori Hashimoto

H-Index: 17

Thomas Icard
Thomas Icard

H-Index: 13

Tianyi Zhang
Tianyi Zhang

H-Index: 4

William Wang
William Wang

H-Index: 2

Xuechen Li
Xuechen Li

H-Index: 5

Yifan Mai
Yifan Mai

H-Index: 5

Yuhui Zhang
Yuhui Zhang

H-Index: 5

Is a caption worth a thousand images? a study on representation learning

2022/9/29

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Rohan Taori
Rohan Taori

H-Index: 2

Percy Liang
Percy Liang

H-Index: 55

Tatsunori Hashimoto
Tatsunori Hashimoto

H-Index: 17

Is a caption worth a thousand images? a controlled study for representation learning

arXiv preprint arXiv:2207.07635

2022/7/15

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Rohan Taori
Rohan Taori

H-Index: 2

Percy Liang
Percy Liang

H-Index: 55

Tatsunori Hashimoto
Tatsunori Hashimoto

H-Index: 17

Editing a classifier by rewriting its prediction rules

Advances in Neural Information Processing Systems

2021/12/6

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Dimitris Tsipras
Dimitris Tsipras

H-Index: 14

David Bau
David Bau

H-Index: 20

Antonio Torralba
Antonio Torralba

H-Index: 15

Leveraging sparse linear layers for debuggable deep networks

2021/7/1

Eric Wong
Eric Wong

H-Index: 8

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Machine Learning Beyond Accuracy: A Features Perspective On Model Generalization

2021

Shibani Santurkar
Shibani Santurkar

H-Index: 13

From imagenet to image classification: Contextualizing progress on benchmarks

2020/11/21

Dimitris Tsipras
Dimitris Tsipras

H-Index: 14

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Logan Engstrom
Logan Engstrom

H-Index: 15

Andrew Ilyas
Andrew Ilyas

H-Index: 15

Identifying statistical bias in dataset replication

2020/11/21

Logan Engstrom
Logan Engstrom

H-Index: 15

Andrew Ilyas
Andrew Ilyas

H-Index: 15

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Dimitris Tsipras
Dimitris Tsipras

H-Index: 14

Jacob Steinhardt
Jacob Steinhardt

H-Index: 22

Breeds: Benchmarks for subpopulation shift

arXiv preprint arXiv:2008.04859

2020/8/11

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Dimitris Tsipras
Dimitris Tsipras

H-Index: 14

Implementation matters in deep policy gradients: A case study on ppo and trpo

arXiv preprint arXiv:2005.12729

2020/5/25

Logan Engstrom
Logan Engstrom

H-Index: 15

Andrew Ilyas
Andrew Ilyas

H-Index: 15

Shibani Santurkar
Shibani Santurkar

H-Index: 13

Dimitris Tsipras
Dimitris Tsipras

H-Index: 14

Larry Rudolph
Larry Rudolph

H-Index: 24

See List of Professors in Shibani Santurkar University(Massachusetts Institute of Technology)

Co-Authors

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