Fast Differentiable SVD on GPU via Polar Decomposition N8MYP1Z659
| URI | m2://res/N8MYP1Z659 |
|---|---|
| Kind | preprint |
| Creators | Uliana Parkina, Askar Tsyganov, Sergei Kudriashov, Sergey Samsonov, Maxim Rakhuba |
| Date | 2026-09-26 |
| MSC | 65-XX |
| Subjects | arxiv math.NA, arxiv cs.LG, arxiv cs.NA |
| Scope | in |
Expressions
e1: version, preprint
| Language | en |
|---|---|
| Date | 2026-09-26 |
| Ids | arXiv 2609.32505, zbl_id 903184688 |
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 |
|---|---|---|---|
| 3HNH86MBTE | statement | lemma H.2 | arxiv |
| Existing gradient of EVD | statement | proposition F.1 | arxiv |
| 6CJWMD3JNE | statement | proposition D.2 | arxiv |
| Backward differentiation of low-rank SVD | statement | theorem G.1 | arxiv |
| AHQ579XH9J | statement | lemma D.1 | arxiv |
| SVD-inv inconsistency | example | example C.1 | arxiv |
| Polar decomposition | definition | definition 3.1 | arxiv |
| C5TQSFQ63T | statement | proposition 5.2 | arxiv |
| SVD backward formula in the degenerate case | statement | theorem H.1 | arxiv |
| Tikhonov Regularization for Linear Equations | statement | proposition E.1 | arxiv |
| M3Y75Q72PJ | statement | theorem 5.1 | arxiv |
| QAFPC1NCD9 | statement | theorem 5.4 | arxiv |
| Solving the Symmetric Lyapunov Equation | statement | proposition D.3 | arxiv |
| EVD pseudo-gradient | definition | definition 5.3 | arxiv |
| Full-rank SVD backward | statement | corollary G.2 | arxiv |
| YHMGXTZN1E | statement | lemma E.2 | arxiv |
Catalogue records
- arxiv: 2609.32505 (work)
- arxiv_text: 2609.32505 (work)
- zbmath_search: 903184688 (work)