Beyond Empirical Support: Structured Outlier Generation via Sinkhorn Optimal Transport 4RS2WKVB7F
| URI | m2://res/4RS2WKVB7F |
|---|---|
| Kind | preprint |
| Creators | Haixiang Sun, Andrew L. Liu |
| Date | 2026-09-25 |
| Subjects | arxiv stat.ML, arxiv cs.LG, arxiv math.OC |
| Scope | border |
Expressions
e1: version, preprint
| Date | 2026-09-25 |
|---|---|
| Ids | arXiv 2609.31470 |
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 |
|---|---|---|---|
| Sinkhorn OT | definition | definition 2.1 | arxiv |
| Population-SOE consistency | statement | theorem 3.5 | arxiv |
| Sample Complexity of Hard Neighborhood Selection | statement | theorem C.1 | arxiv |
| Finite-sample stability of SOE thresholding | statement | theorem 3.4 | arxiv |
| Population-SOE consistency | statement | theorem 3.5 | arxiv |
| Sinkhorn Outlier Energy | definition | definition 3.1 | arxiv |
| One-dimensional Sinkhorn-DRO dual | statement | lemma 2.3 | arxiv |
| Finite-sample stability of SOE thresholding | statement | theorem 3.4 | arxiv |
| Entropic support cost of Sinkhorn outlier energy | statement | lemma 3.2 | arxiv |
| Conditional boundary precision and coverage | statement | corollary D.1 | arxiv |
| Outlier energy appears in the Sinkhorn-DRO dual | statement | proposition 3.3 | arxiv |
| Sinkhorn outlier energy in the Sinkhorn-DRO dual | statement | proposition 3.3 | arxiv |
| Sinkhorn DRO | definition | definition 2.2 | arxiv |
| Entropic support cost of Sinkhorn outlier energy | statement | lemma 3.2 | arxiv |
Catalogue records
- arxiv: 2609.31470 (work)