Raphaël Berthier
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| title | conference | date |
|---|---|---|
| Non-Parametric Convergence Rates for Plain Vanilla Stochastic Gradient Descent | Deep Learning Theory Symposium 2021 | 2021-12-03 |
Proves that plain vanilla SGD—single-pass, unregularized, fixed step size—achieves nonparametric excess-risk bounds in infinite-dimensional linear/kernel… | ||
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