2024
Ben-Dov*, O., Fawkes*, J., Samadi, S., Sanyal, A.
The Role of Learning Algorithms in Collective Action
Proceedings of the 41st International Conference on Machine Learning (ICML), 235, pages: 3443-3461, Proceedings of Machine Learning Research, (Editors: Salakhutdinov, Ruslan and Kolter, Zico and Heller, Katherine and Weller, Adrian and Oliver, Nuria and Scarlett, Jonathan and Berkenkamp, Felix), PMLR, July 2024, *equal contribution (conference)
2022
Vinaroz*, M., Charusaie*, M., Harder, F., Adamczewski, K., Park, M. J.
Hermite Polynomial Features for Private Data Generation
Proceedings of the 39th International Conference on Machine Learning (ICML), 162, pages: 22300-22324, Proceedings of Machine Learning Research, (Editors: Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan), PMLR, July 2022 (conference)
Charusaie*, M., Mozannar*, H., Sontag, D., Samadi, S.
Sample Efficient Learning of Predictors that Complement Humans
Proceedings of the 39th International Conference on Machine Learning (ICML), 162, pages: 2972-3005, Proceedings of Machine Learning Research , PMLR, 39th International Conference on Machine Learning (ICML 2022) , 2022 (conference)
2020
Charusaie, M., Rini, S., Amini, A.
On the Compressibility of Affinely Singular Random Vectors
On the Compressibility of Affinely Singular Random Vectors, pages: 2240-2245, 2020 (conference)