Tight High-Probability Bounds for Nonconvex Heavy-Tailed Scenario under Weaker Assumptions

Weixin An, Yuanyuan Liu 0001, Fanhua Shang, Han Yu, Junkang Liu, Hongying Liu 0001. Tight High-Probability Bounds for Nonconvex Heavy-Tailed Scenario under Weaker Assumptions. In Danielle Belgrave, Cheng Zhang 0005, Laura N. Montoya, Hsuan-Tien Lin, Razvan Pascanu, Piotr Koniusz, Marzyeh Ghassemi, Nancy Chen, Iván Vladimir Meza Ruíz, Arturo Loaiza-Bonilla, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025. 2025. [doi]

Authors

Weixin An

This author has not been identified. Look up 'Weixin An' in Google

Yuanyuan Liu 0001

This author has not been identified. Look up 'Yuanyuan Liu 0001' in Google

Fanhua Shang

This author has not been identified. Look up 'Fanhua Shang' in Google

Han Yu

This author has not been identified. Look up 'Han Yu' in Google

Junkang Liu

This author has not been identified. Look up 'Junkang Liu' in Google

Hongying Liu 0001

This author has not been identified. Look up 'Hongying Liu 0001' in Google