Concepedia

James Martens

JM

30

Publications

8K

Citations

23

H-Index

1990

Active since

Affiliations

University of Toronto(Current)

Google (United States)

University of California, Berkeley

James Martens is an author at University of Toronto specializing in engineering, machine learning, and computer science.

Top concepts

Publications per year

1990–2022

30

Publications

30

On the importance of initialization and momentum in deep learning

Ilya Sutskever, James Martens, George E. Dahl et al. · 2013 · 3.5K citations

Generating Text with Recurrent Neural Networks

Ilya Sutskever, James Martens, Geoffrey E. Hinton · 2011 · 1.2K citations

Deep learning via Hessian-free optimization

James Martens · 2010 · 714 citations

Learning Recurrent Neural Networks with Hessian-Free Optimization

James Martens, Ilya Sutskever · 2011 · 532 citations

Optimizing Neural Networks with Kronecker-factored Approximate Curvature

James Martens, Roger Grosse · arXiv (Cornell University) · 2015 · 289 citations · Full text

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