Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization

Item #:

079017-0486

Details

DOI: https://doi.org/10.52202/079017-0486
Author(s): Chongxuan Li, Xu Min, Rongzhen Wang, Guoqiang Wu, Xiaolu Zhang, Chenyu Zheng, Jun Zhou
Pages: 15202-15245 (44 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-0486
Author(s): Chongxuan Li, Xu Min, Rongzhen Wang, Guoqiang Wu, Xiaolu Zhang, Chenyu Zheng, Jun Zhou
Pages: 15202-15245 (44 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)