Charles H. Martin
发表
Post-mortem on a deep learning contest: a Simpson's paradox and the complementary roles of scale metrics versus shape metrics
pdf
Michael W. Mahoney,
Charles H. Martin,
2021,
ArXiv.
Michael W. Mahoney,
Tongsu Peng,
Charles H. Martin,
2020,
Nature Communications.
Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning
pdf
Michael W. Mahoney,
Charles H. Martin,
Charles H. Martin,
2018,
J. Mach. Learn. Res..
Rethinking generalization requires revisiting old ideas: statistical mechanics approaches and complex learning behavior
pdf
Michael W. Mahoney,
Charles H. Martin,
Charles H. Martin,
2017,
ArXiv.
Michael W. Mahoney,
Charles H. Martin,
Charles H. Martin,
2019,
ICML.
Michael W. Mahoney,
Charles H. Martin,
Charles H. Martin,
2019,
KDD.
Michael W. Mahoney,
Charles H. Martin,
Yaoqing Yang,
2022,
arXiv.org.
Michael W. Mahoney,
Charles H. Martin,
2021,
ArXiv.
Michael W. Mahoney,
Charles H. Martin,
Yaoqing Yang,
2022,
ArXiv.
Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks
pdf
Michael W. Mahoney,
Charles H. Martin,
Charles H. Martin,
2019,
SDM.
Michael W. Mahoney,
Charles H. Martin,
Joseph E. Gonzalez,
2023,
KDD.