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Andrew Ilyas

Massachusetts Institute of Technology

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Publication

Featured researches published by Andrew Ilyas.

international conference on machine learning | 2018

Synthesizing Robust Adversarial Examples

Anish Athalye; Logan Engstrom; Andrew Ilyas; Kevin Kwok

international conference on learning representations | 2018

Training GANs with Optimism

Constantinos Daskalakis; Andrew Ilyas; Vasilis Syrgkanis; Haoyang Zeng

arXiv: Computer Vision and Pattern Recognition | 2017

The Robust Manifold Defense: Adversarial Training using Generative Models.

Andrew Ilyas; Ajil Jalal; Eirini Asteri; Constantinos Daskalakis; Alexandros G. Dimakis

arXiv: Computer Vision and Pattern Recognition | 2017

Query-Efficient Black-box Adversarial Examples.

Andrew Ilyas; Logan Engstrom; Anish Athalye; Jessy Lin

international conference on machine learning | 2018

Black-box Adversarial Attacks with Limited Queries and Information.

Andrew Ilyas; Logan Engstrom; Anish Athalye; Jessy Lin

neural information processing systems | 2018

How Does Batch Normalization Help Optimization? (No, It Is Not About Internal Covariate Shift)

Shibani Santurkar; Dimitris Tsipras; Andrew Ilyas; Aleksander Madry

international conference on machine learning | 2018

Adversarial Attacks under Restricted Threat Models

Andrew Ilyas; Logan Engstrom; Anish Athalye; Jessy Lin

arXiv: Machine Learning | 2018

Evaluating and Understanding the Robustness of Adversarial Logit Pairing.

Logan Engstrom; Andrew Ilyas; Anish Athalye

arXiv: Machine Learning | 2018

How Does Batch Normalization Help Optimization

Shibani Santurkar; Dimitris Tsipras; Andrew Ilyas; Aleksander Madry

international conference on data engineering | 2018

Extracting Syntactical Patterns from Databases

Andrew Ilyas; Joana M. F. da Trindade; Raul Fernandez; Samuel Madden

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Collaboration

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Logan Engstrom

Massachusetts Institute of Technology

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Anish Athalye

Massachusetts Institute of Technology

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Jessy Lin

Massachusetts Institute of Technology

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Aleksander Madry

Massachusetts Institute of Technology

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Constantinos Daskalakis

Massachusetts Institute of Technology

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Dimitris Tsipras

Massachusetts Institute of Technology

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Shibani Santurkar

Massachusetts Institute of Technology

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Alexandros G. Dimakis

University of Texas at Austin

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Haoyang Zeng

Massachusetts Institute of Technology

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Joana M. F. da Trindade

Massachusetts Institute of Technology

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