DT

Dimitris Tsipras

cs.LGstat.MLcs.CVcs.NEcs.AIcs.CLcs.CRcs.ROcs.CYcs.DS

On Valency

published · living versions

Robustness May Be at Odds with Accuracy

with Shibani Santurkar, Logan Engstrom, Alexander Turner, Aleksander Madry

1 version

W_yp7d44t5v1 · current

Towards Deep Learning Models Resistant to Adversarial Attacks

W_ptuufswfv1

Exploring the Landscape of Spatial Robustness

W_fawrqdezv1

Preprints & journals

24 papers in the corpus · 2017–2025

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

GPT-4o System Card

OpenAI: Aaron Hurst, Adam Lerer, Adam P. Goucher et al.

179 citations

2410.21276v12024arXiv

Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses.

Goldblum, Micah, Tsipras, Dimitris, Xie, Chulin et al.

353 citations

353337112023IEEE transactions on pattern analysis and machine intelligence. 2023;45(2):1563-1580

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

What Can Transformers Learn In-Context? A Case Study of Simple Function Classes

Shivam Garg, Dimitris Tsipras, Percy Liang et al.

110 citations

2208.01066v32022arXiv

Editing a classifier by rewriting its prediction rules

Shibani Santurkar, Dimitris Tsipras, Mahalaxmi Elango et al.

17 citations

2112.01008v12021arXiv

Combining Diverse Feature Priors

Saachi Jain, Dimitris Tsipras, Aleksander Madry

2 citations

2110.08220v22021arXiv

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

Label-Consistent Backdoor Attacks

Alexander Turner, Dimitris Tsipras, Aleksander Madry

177 citations

1912.02771v22019arXiv

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

On Evaluating Adversarial Robustness

Nicholas Carlini, Anish Athalye, Nicolas Papernot et al.

561 citations

1902.06705v22019arXiv

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

Exploring the Landscape of Spatial Robustness

Logan Engstrom, Brandon Tran, Dimitris Tsipras et al.

300 citations

1712.02779v42017arXiv

Towards Deep Learning Models Resistant to Adversarial Attacks

Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt et al.

4,069 citations

1706.06083v42017arXiv

Matrix Scaling and Balancing via Box Constrained Newton's Method and Interior Point Methods

Michael B. Cohen, Aleksander Madry, Dimitris Tsipras et al.

82 citations

1704.02310v22017arXiv

Career total: 38 works. 24 are in this corpus.

Profile built from the corpus for this byline.

Author records are still filling in while the Hub is in beta. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.