arXivDaily arXiv每日学术速递 周一至周五更新

期刊&会议

Journal of Machine Learning Research · 期刊 · Machine Learning

2026-07-28 至 2026-07-28 共收录 1
2605.05209 2026-07-28 cs.LG cs.AI 版本更新

Are Flat Minima an Illusion?

平坦极小值是否只是一个幻觉?

Michael Timothy Bennett

机构 * School of Computing(计算学院) The Australian National University(澳大利亚国立大学)

AI总结 本文探讨了平坦极小值对泛化能力的影响,指出弱性才是关键因素,并通过实验验证了弱性与泛化能力的正相关关系。

Comments 27 pages, 1 figure. Major revision adds an affine-invariant joint completion score, PAC-Bayes certificates, a task-alignment theorem, three predeclared 100-network cohorts, a random-label control, and expanded references. Submitted to JMLR

详情

展开后加载摘要…

URL PDF HTML 收藏