A Rate Transfer Method: Convergence Rates in Stochastic Gradient Descent via Stochastic Calculus VGJXQRC44C
| URI | m2://res/VGJXQRC44C |
|---|---|
| Kind | preprint |
| Creators | Neil Walton |
| Date | 2026-10-13 |
| Subjects | arxiv cs.LG, arxiv cs.AI, arxiv math.OC, arxiv math.PR, arxiv stat.ML |
| Scope | border |
Expressions
e1: version, preprint
| Date | 2026-10-13 |
|---|---|
| Ids | arXiv 2610.18739 |
Items in this resource
The mentions of the inventory that name this resource. Each name links to the card of its inventory row.
| Item | Kind | Where | Source |
|---|---|---|---|
| SDE Transfer Theorem | statement | theorem 13 | arxiv |
| Finite-time SDE Lyapunov envelope | statement | lemma 14 | arxiv |
| Foster--Lyapunov Stability Transfer | statement | proposition 3 | arxiv |
| Rate Transfer Theorem | statement | theorem 2 | arxiv |
| Power lifting | statement | lemma 18 | arxiv |
| General block residual finite window transfer | statement | proposition 15 | arxiv |
| Primitive finite window verification | statement | proposition 12 | arxiv |
| An inhomogeneous linear energy estimate | statement | lemma 6 | arxiv |
| Polynomial control of semigroup derivatives | statement | lemma 8 | arxiv |
| Rate inheritance for common stepsize schedules | statement | corollary 17 | arxiv |
| Taylor remainder using both derivative bounds | statement | lemma 9 | arxiv |
| Dynkin formula on a fixed window | statement | lemma 10 | arxiv |
| Fixed-window moments of the restarted SDE | statement | lemma 7 | arxiv |
| One-step SDE approximation | statement | lemma 11 | arxiv |
Catalogue records
- arxiv: 2610.18739 (work)