Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power

Item #:

068431-0316

Details

DOI: https://doi.org/10.52202/068431-0316
Author(s): John Hopcroft, Jikai Jin, Binghui Li, Liwei Wang, Han Zhong
Pages: 4370-4384 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-0316
Author(s): John Hopcroft, Jikai Jin, Binghui Li, Liwei Wang, Han Zhong
Pages: 4370-4384 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)