SS

Shibani Santurkar

cs.LGstat.MLcs.CVcs.NEcs.AIcs.CLcs.ROq-bio.NCcs.CRcs.CY

On Valency

published · living versions

Robustness May Be at Odds with Accuracy

with Dimitris Tsipras, Logan Engstrom, Alexander Turner, Aleksander Madry

1 version

W_yp7d44t5v1 · current

Preprints & journals

27 papers in the corpus · 2014–2025

OpenAI GPT-5 System Card

Aaditya Singh, Adam Fry, Adam Perelman et al.

26 citations

2601.03267v22025arXiv

OpenAI o1 System Card

OpenAI: Aaron Jaech, Adam Kalai, Adam Lerer et al.

50 citations

2412.16720v22024arXiv

Whose Opinions Do Language Models Reflect?

Shibani Santurkar, Esin Durmus, Faisal Ladhak et al.

114 citations

2303.17548v12023arXiv

GPT-4 Technical Report

OpenAI, Josh Achiam, Steven Adler et al.

2,393 citations

2303.08774v62023arXiv

Data Selection for Language Models via Importance Resampling

Sang Michael Xie, Shibani Santurkar, Tengyu Ma et al.

29 citations

2302.03169v32023arXiv

Holistic Evaluation of Language Models

Percy Liang, Rishi Bommasani, Tony Lee et al.

637 citations

2211.09110v22022Published in Transactions on Machine Learning Research (TMLR), 2023

Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning

Shibani Santurkar, Yann Dubois, Rohan Taori et al.

9 citations

2207.07635v12022arXiv

Editing a classifier by rewriting its prediction rules

Shibani Santurkar, Dimitris Tsipras, Mahalaxmi Elango et al.

17 citations

2112.01008v12021arXiv

3DB: A Framework for Debugging Computer Vision Models

Guillaume Leclerc, Hadi Salman, Andrew Ilyas et al.

16 citations

2106.03805v12021arXiv

Leveraging Sparse Linear Layers for Debuggable Deep Networks

Eric Wong, Shibani Santurkar, Aleksander Madry

17 citations

2105.04857v12021arXiv

BREEDS: Benchmarks for Subpopulation Shift

Shibani Santurkar, Dimitris Tsipras, Aleksander Madry

39 citations

2008.04859v12020arXiv

Implementation Matters in Deep Policy Gradients: A Case Study on PPO and TRPO

Logan Engstrom, Andrew Ilyas, Shibani Santurkar et al.

146 citations

2005.12729v12020arXiv

From ImageNet to Image Classification: Contextualizing Progress on Benchmarks

Dimitris Tsipras, Shibani Santurkar, Logan Engstrom et al.

75 citations

2005.11295v12020arXiv

Identifying Statistical Bias in Dataset Replication

Logan Engstrom, Andrew Ilyas, Shibani Santurkar et al.

14 citations

2005.09619v22020arXiv

Image Synthesis with a Single (Robust) Classifier

Shibani Santurkar, Dimitris Tsipras, Brandon Tran et al.

92 citations

1906.09453v22019arXiv

Adversarial Robustness as a Prior for Learned Representations

Logan Engstrom, Andrew Ilyas, Shibani Santurkar et al.

107 citations

1906.00945v22019arXiv

Adversarial Examples Are Not Bugs, They Are Features

Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras et al.

940 citations

1905.02175v42019arXiv

A Closer Look at Deep Policy Gradients

Andrew Ilyas, Logan Engstrom, Shibani Santurkar et al.

38 citations

1811.02553v42018arXiv

Robustness May Be at Odds with Accuracy

Dimitris Tsipras, Shibani Santurkar, Logan Engstrom et al.

1,069 citations

1805.12152v52018arXiv

How Does Batch Normalization Help Optimization?

Shibani Santurkar, Dimitris Tsipras, Andrew Ilyas et al.

928 citations

1805.11604v52018arXiv

Adversarially Robust Generalization Requires More Data

Ludwig Schmidt, Shibani Santurkar, Dimitris Tsipras et al.

524 citations

1804.11285v22018arXiv

A Classification-Based Study of Covariate Shift in GAN Distributions

Shibani Santurkar, Ludwig Schmidt, Aleksander Madry

26 citations

1711.00970v72017arXiv

Generative Compression

Shibani Santurkar, David Budden, Nir Shavit

10 citations

1703.01467v22017arXiv

Toward Streaming Synapse Detection with Compositional ConvNets

Shibani Santurkar, David Budden, Alexander Matveev et al.

10 citations

1702.07386v12017arXiv

Deep Tensor Convolution on Multicores

David Budden, Alexander Matveev, Shibani Santurkar et al.

30 citations

1611.06565v32016arXiv

A neural circuit for navigation inspired by C. elegans Chemotaxis

Shibani Santurkar, Bipin Rajendran

1 citation

1410.7881v12014arXiv

Sub-threshold CMOS Spiking Neuron Circuit Design for Navigation Inspired by C. elegans Chemotaxis

Shibani Santurkar, Bipin Rajendran

0 citations

1410.7883v12014arXiv

Career total: 40 works. 27 are in this corpus.

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