charles h martin

Joined

December 2017

Names

charles h martin (Preferred)

Emails

****@calculationconsulting.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of Chicago (uchicago.edu)

1990 – 1994

Advisors, Relations & Conflicts

PhD Advisor

1990 – 1994

Expertise

Deep Learning

Present

Quantum Chemistry

1990 – 2017

Statistical Mechanics

1990 – 2017

Publications

Grokking and Generalization Collapse: Insights from HTSR theory
Hari Kishan Prakash, charles h martin
- HiLD at ICML 2025 Poster
- Readers: Everyone
Grokking and Generalization Collapse: Insights from HTSR theory
Hari Kishan Prakash, charles h martin
- Submitted to NeurIPS 2025
- Readers: Everyone
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training
Yefan Zhou, Tianyu Pang, Keqin Liu, charles h martin, Michael W. Mahoney, Yaoqing Yang
- NeurIPS 2023 spotlight
- Readers: Everyone
Post-mortem on a deep learning contest: a Simpson’s paradox and the complementary roles of scale metrics versus shape metrics
Michael W. Mahoney, charles h martin
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data
Yaoqing Yang, Ryan Theisen, Liam Hodgkinson, Joseph E. Gonzalez, Kannan Ramchandran, charles h martin, Michael W. Mahoney
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors