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Dimitris Tsipras

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Holistic Evaluation of Language Models

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Nov 16, 2022
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel Orr, Lucia Zheng, Mert Yuksekgonul, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda

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

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Aug 01, 2022
Shivam Garg, Dimitris Tsipras, Percy Liang, Gregory Valiant

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Editing a classifier by rewriting its prediction rules

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Dec 02, 2021
Shibani Santurkar, Dimitris Tsipras, Mahalaxmi Elango, David Bau, Antonio Torralba, Aleksander Madry

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Combining Diverse Feature Priors

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Oct 15, 2021
Saachi Jain, Dimitris Tsipras, Aleksander Madry

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

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Dec 30, 2020
Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein

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BREEDS: Benchmarks for Subpopulation Shift

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Aug 11, 2020
Shibani Santurkar, Dimitris Tsipras, Aleksander Madry

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

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May 25, 2020
Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry

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From ImageNet to Image Classification: Contextualizing Progress on Benchmarks

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May 22, 2020
Dimitris Tsipras, Shibani Santurkar, Logan Engstrom, Andrew Ilyas, Aleksander Madry

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Identifying Statistical Bias in Dataset Replication

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May 19, 2020
Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Jacob Steinhardt, Aleksander Madry

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Label-Consistent Backdoor Attacks

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Dec 06, 2019
Alexander Turner, Dimitris Tsipras, Aleksander Madry

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