Concepedia

Andrew Ilyas

AI

36

Publications

3.8K

Citations

25

H-Index

2014

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Moscow Institute of Thermal Technology

Microsoft Research (United Kingdom)

University of California, Berkeley

University of Oxford

Andrew Ilyas is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningArtificial IntelligenceAdversarial Machine LearningComputer VisionMachine VisionRobot Learning

Publications per year

2014–2023

36

Publications

36

Synthesizing Robust Adversarial Examples

Anish Athalye, Logan Engstrom, Andrew Ilyas et al. · arXiv (Cornell University) · 2017 · 684 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Synthesizing Robust Adversarial Examples

Anish Athalye, Logan Engstrom, Andrew Ilyas et al. · International Conference on Machine Learning · 2018 · 487 citations

Artificial Intelligence, Engineering, Machine Learning +18

Adversarial Examples Are Not Bugs, They Are Features

Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras et al. · arXiv (Cornell University) · 2019 · 395 citations · Full text

Artificial Intelligence, Adversarial Examples, Trustworthy Ai +14

Black-box Adversarial Attacks with Limited Queries and Information

Andrew Ilyas, Logan Engstrom, Anish Athalye et al. · arXiv (Cornell University) · 2018 · 326 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

How Does Batch Normalization Help Optimization?

Shibani Santurkar, Dimitris Tsipras, Andrew Ilyas et al. · arXiv (Cornell University) · 2018 · 229 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

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