| Potential function-based framework for minimizing gradients in convex and min-max optimization J Diakonikolas, P Wang SIAM Journal on Optimization 32 (3), 1668-1697, 2022 | 22* | 2022 |
| Robustly learning a single neuron via sharpness P Wang, N Zarifis, I Diakonikolas, J Diakonikolas International Conference on Machine Learning, 36541-36577, 2023 | 3 | 2023 |
| Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise I Diakonikolas, J Diakonikolas, DM Kane, P Wang, N Zarifis The Thirty Sixth Annual Conference on Learning Theory, 2211-2239, 2023 | 2 | 2023 |
| Robustly Learning Single-Index Models via Alignment Sharpness N Zarifis, P Wang, I Diakonikolas, J Diakonikolas arXiv preprint arXiv:2402.17756, 2024 | | 2024 |
| Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise I Diakonikolas, J Diakonikolas, D Kane, P Wang, N Zarifis Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
Jelena DiakonikolasUW-MadisonVerified email at cs.wisc.edu
Jelena DiakonikolasUW-MadisonVerified email at cs.wisc.edu