Second Meeting

Ilyas, Andrew, Sung Min Park, Logan Engstrom, Guillaume Leclerc, and Aleksander Madry. “Datamodels: Understanding Predictions with Data and Data with Predictions.” In Proceedings of the 39th International Conference on Machine Learning (ICML), 2022.
Wang, Jiachen T., Si Chen, and Ruoxi Jia. “One-Round Active Learning through Data Utility Learning and Proxy Models.” Transactions on Machine Learning Research (TMLR), 2023.
Park, Sung Min, Kristian Georgiev, Andrew Ilyas, Guillaume Leclerc, and Aleksander Madry. “TRAK: Attributing Model Behavior at Scale.” In Proceedings of the 40th International Conference on Machine Learning (ICML), 2023.
Deng, Junwei, Ting-Wei Li, Shichang Zhang, and Jiaqi Ma. “Efficient Ensembles Improve Training Data Attribution.” arXiv preprint arXiv:2405.17293 (2024).