Sample efficient learning of predictors that complement humans MA Charusaie, H Mozannar, D Sontag, S Samadi International Conference on Machine Learning, 2972-3005, 2022 | 32 | 2022 |
Hermite polynomial features for private data generation M Vinaroz, MA Charusaie, F Harder, K Adamczewski, MJ Park International Conference on Machine Learning, 22300-22324, 2022 | 15 | 2022 |
Compressibility Measures for Affinely Singular Random Vectors MA Charusaie, A Amini, S Rini IEEE Transactions on Information Theory, 2022 | 3 | 2022 |
Polynomial magic! Hermite polynomials for private data generation M Park, M Vinaroz, MA Charusaie, F Harder arXiv preprint arXiv:2106.05042, 2021 | 1 | 2021 |
On the Compressibility of Affinely Singular Random Vectors MA Charusaie, S Rini, A Amini IEEE International Symposium on Information Theory (ISIT 2020), 2020 | 1 | 2020 |
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems MA Charusaie, S Samadi arXiv preprint arXiv:2407.12710, 2024 | | 2024 |
ARMA Processes with Discrete-Continuous Excitation: Compressibility Beyond Sparsity MA Charusaie, S Rini, A Amini arXiv preprint arXiv:2406.06349, 2024 | | 2024 |
Defer-and-Fusion: Optimal Predictors that Incorporate Human Decisions MA Charusaie, AJ Fesharaki, S Samadi 5th Workshop on practical ML for limited/low resource settings, 2024 | | 2024 |