Aleksander Mądry
- Papers
- 14
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Authored papers
14Do Large Language Model Benchmarks Test Reliability?
arXiv 2025
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
arXiv 2024
ContextCite: Attributing Model Generation to Context
arXiv 2024
Decomposing and Editing Predictions by Modeling Model Computation
arXiv 2024
DsDm: Model-Aware Dataset Selection with Datamodels
arXiv 2024
Raising the Cost of Malicious AI-Powered Image Editing
arXiv 2023
TRAK: Attributing Model Behavior at Scale
arXiv 2023
Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation
arXiv 2023
A Data-Based Perspective on Transfer Learning
CVPR 2023 1
Datamodels: Predicting Predictions from Training Data
arXiv 2022
ModelDiff: A Framework for Comparing Learning Algorithms
arXiv 2022
Certified Patch Robustness via Smoothed Vision Transformers
certified-patch-robustness-via-smoothed
Do Adversarially Robust ImageNet Models Transfer Better?
NeurIPS 2020 12
Towards Deep Learning Models Resistant to Adversarial Attacks
towards-deep-learning-models-resistant-to-1
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