Alert button
Picture for Andrew Ilyas

Andrew Ilyas

Alert button

Measuring Strategization in Recommendation: Users Adapt Their Behavior to Shape Future Content

Add code
Bookmark button
Alert button
May 09, 2024
Sarah H. Cen, Andrew Ilyas, Jennifer Allen, Hannah Li, Aleksander Madry

Viaarxiv icon

Decomposing and Editing Predictions by Modeling Model Computation

Add code
Bookmark button
Alert button
Apr 17, 2024
Harshay Shah, Andrew Ilyas, Aleksander Madry

Viaarxiv icon

User Strategization and Trustworthy Algorithms

Add code
Bookmark button
Alert button
Dec 29, 2023
Sarah H. Cen, Andrew Ilyas, Aleksander Madry

Viaarxiv icon

Rethinking Backdoor Attacks

Add code
Bookmark button
Alert button
Jul 19, 2023
Alaa Khaddaj, Guillaume Leclerc, Aleksandar Makelov, Kristian Georgiev, Hadi Salman, Andrew Ilyas, Aleksander Madry

Figure 1 for Rethinking Backdoor Attacks
Figure 2 for Rethinking Backdoor Attacks
Figure 3 for Rethinking Backdoor Attacks
Figure 4 for Rethinking Backdoor Attacks
Viaarxiv icon

FFCV: Accelerating Training by Removing Data Bottlenecks

Add code
Bookmark button
Alert button
Jun 21, 2023
Guillaume Leclerc, Andrew Ilyas, Logan Engstrom, Sung Min Park, Hadi Salman, Aleksander Madry

Figure 1 for FFCV: Accelerating Training by Removing Data Bottlenecks
Figure 2 for FFCV: Accelerating Training by Removing Data Bottlenecks
Figure 3 for FFCV: Accelerating Training by Removing Data Bottlenecks
Figure 4 for FFCV: Accelerating Training by Removing Data Bottlenecks
Viaarxiv icon

TRAK: Attributing Model Behavior at Scale

Add code
Bookmark button
Alert button
Apr 03, 2023
Sung Min Park, Kristian Georgiev, Andrew Ilyas, Guillaume Leclerc, Aleksander Madry

Figure 1 for TRAK: Attributing Model Behavior at Scale
Figure 2 for TRAK: Attributing Model Behavior at Scale
Figure 3 for TRAK: Attributing Model Behavior at Scale
Figure 4 for TRAK: Attributing Model Behavior at Scale
Viaarxiv icon

Raising the Cost of Malicious AI-Powered Image Editing

Add code
Bookmark button
Alert button
Feb 13, 2023
Hadi Salman, Alaa Khaddaj, Guillaume Leclerc, Andrew Ilyas, Aleksander Madry

Figure 1 for Raising the Cost of Malicious AI-Powered Image Editing
Figure 2 for Raising the Cost of Malicious AI-Powered Image Editing
Figure 3 for Raising the Cost of Malicious AI-Powered Image Editing
Figure 4 for Raising the Cost of Malicious AI-Powered Image Editing
Viaarxiv icon

ModelDiff: A Framework for Comparing Learning Algorithms

Add code
Bookmark button
Alert button
Nov 22, 2022
Harshay Shah, Sung Min Park, Andrew Ilyas, Aleksander Madry

Figure 1 for ModelDiff: A Framework for Comparing Learning Algorithms
Figure 2 for ModelDiff: A Framework for Comparing Learning Algorithms
Figure 3 for ModelDiff: A Framework for Comparing Learning Algorithms
Figure 4 for ModelDiff: A Framework for Comparing Learning Algorithms
Viaarxiv icon

When does Bias Transfer in Transfer Learning?

Add code
Bookmark button
Alert button
Jul 06, 2022
Hadi Salman, Saachi Jain, Andrew Ilyas, Logan Engstrom, Eric Wong, Aleksander Madry

Figure 1 for When does Bias Transfer in Transfer Learning?
Figure 2 for When does Bias Transfer in Transfer Learning?
Figure 3 for When does Bias Transfer in Transfer Learning?
Figure 4 for When does Bias Transfer in Transfer Learning?
Viaarxiv icon

What Makes A Good Fisherman? Linear Regression under Self-Selection Bias

Add code
Bookmark button
Alert button
May 06, 2022
Yeshwanth Cherapanamjeri, Constantinos Daskalakis, Andrew Ilyas, Manolis Zampetakis

Figure 1 for What Makes A Good Fisherman? Linear Regression under Self-Selection Bias
Viaarxiv icon