Andrew Ilyas
Massachusetts Institute of Technology
H-index: 23
North America-United States
Top articles of Andrew Ilyas
Decomposing and Editing Predictions by Modeling Model Computation
arXiv preprint arXiv:2404.11534
2024/4/17
Andrew Ilyas
H-Index: 15
Rethinking backdoor attacks
2023/7/3
Modeldiff: A framework for comparing learning algorithms
2023/7/3
Andrew Ilyas
H-Index: 15
What makes a good fisherman? linear regression under self-selection bias
2023/6/2
AI Supply Chains
2023/4/3
Andrew Ilyas
H-Index: 15
TRAK: Attributing Model Behavior at Scale
arXiv preprint arXiv:2303.14186
2023/3/24
Kristian Georgiev
H-Index: 1
Andrew Ilyas
H-Index: 15
Raising the Cost of Malicious AI-Powered Image Editing
arXiv preprint arXiv:2302.06588
2023/2/13
Measuring Strategization in Recommendation: Users Adapt Their Behavior to Shape Future Content
Preprint
2023
User Strategization and Trustworthy Algorithms
arXiv preprint arXiv:2312.17666
2023/12/29
Andrew Ilyas
H-Index: 15
3db: A framework for debugging computer vision models
Advances in Neural Information Processing Systems
2022/12/6
Estimation of standard auction models
2022/7/12
When does Bias Transfer in Transfer Learning?
arXiv preprint arXiv:2207.02842
2022/7/6
Hadi Salman
H-Index: 10
Saachi Jain
H-Index: 3
Andrew Ilyas
H-Index: 15
Logan Engstrom
H-Index: 15
Eric Wong
H-Index: 8
Datamodels: Predicting Predictions from Training Data
arXiv preprint arXiv:2202.00622
2022/2/1
Andrew Ilyas
H-Index: 15
Logan Engstrom
H-Index: 15
A Game-Theoretic Perspective on Trust in Recommendation
NeurIPS Workshop on Responsible Decision Making in Dynamic Environments (RDD)
2022
Andrew Ilyas
H-Index: 15
Constructing and adjusting estimates for household transmission of SARS-CoV-2 from prior studies, widespread-testing and contact-tracing data
International Journal of Epidemiology
2021/10/1
Unadversarial examples: Designing objects for robust vision
Advances in Neural Information Processing Systems
2021/12/6
From imagenet to image classification: Contextualizing progress on benchmarks
2020/11/21
Dimitris Tsipras
H-Index: 14
Shibani Santurkar
H-Index: 13
Logan Engstrom
H-Index: 15
Andrew Ilyas
H-Index: 15
Identifying statistical bias in dataset replication
2020/11/21
Noise or Signal: The Role of Image Backgrounds in Object Recognition
arXiv preprint arXiv:2006.09994
2020/6/17
A Theoretical and Practical Framework for Regression and Classification from Truncated Samples
2020/6/3
Andrew Ilyas
H-Index: 15
Constantinos Daskalakis
H-Index: 36
Co-Authors
