Risk-Averse Inference-Time Diffusion Model Alignment with Finite-Sample Guarantees 1H021CTR3A
| URI | m2://res/1H021CTR3A |
|---|---|
| Kind | preprint |
| Creators | Yuchen Liang, Xian Yu |
| Date | 2026-10-13 |
| Subjects | arxiv stat.ML, arxiv cs.LG, arxiv math.OC |
| Scope | border |
Expressions
e1: version, preprint
| Date | 2026-10-13 |
|---|---|
| Ids | arXiv 2610.17579 |
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 |
|---|---|---|---|
| Finite-sample guarantees for threshold optimization | statement | theorem 2 | arxiv |
| Convexity of $G_\lambda$ | statement | proposition 2 | arxiv |
| 21MDJ6VHDR | statement | lemma 1 | arxiv |
| 37JT1ASRZY | statement | theorem 4 | arxiv |
| 5MQT1PXSYG | statement | theorem | arxiv |
| 67X6V35K85 | statement | lemma 6 | arxiv |
| 6DPPKW4D36 | statement | theorem | arxiv |
| Lipschitz continuity of the objectives | statement | lemma 2 | arxiv |
| EXSXMR51VM | statement | lemma 4 | arxiv |
| Regularized version's reduction to $\eta$ optimization | statement | corollary 1 | arxiv |
| N1WDRTJ20W | statement | lemma 5 | arxiv |
| Reduction to $\eta$ optimization | statement | theorem 1 | arxiv |
| Non-convexity of $G_\lambda$ | statement | proposition 1 | arxiv |
| Value estimation from paired samples | statement | theorem 3 | arxiv |
| YSNT3RJX6S | statement | lemma 3 | arxiv |
Catalogue records
- arxiv: 2610.17579 (work)