Jelena Diakonikolas
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| title | conference | date |
|---|---|---|
| Robust Learning of a Single Neuron via Sharpness | Optimization and Algorithm Design 2023 | 2023-11-27 |
Proves that, under two mild distributional conditions (anticoncentration along one good vector and 1/t^4 tail control of one-dimensional projections), running… | ||
| Halpern Iteration and Equilibria Problems | Adversarial Approaches in Machine Learning 2022 | 2022-02-17 |
Shows that Halpern iteration (anchored fixed-point updates plus a potential function) achieves the optimal 1/K rate for making the monotone operator norm… | ||
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