Concepedia

James Bergstra

JB

Statistics

Publications

32

Citations

20.8K

H-Index

25

Active since

2006

Affiliations

Université de Montréal(Current)

University of Waterloo

Harvard University Press

Massachusetts Institute of Technology

Harvard University

James Bergstra is an author at Université de Montréal specializing in computer science, computing, and machine learning.

Publications per year

2006–2019

32

Publications

32

Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

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Algorithms for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2011 · 3.2K citations · Full text

, , +15

Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures

James Bergstra, Daniel Yamins, David Cox · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · 2013 · 1.6K citations · Full text

, , +15

Theano: A CPU and GPU Math Compiler in Python

James Bergstra, Olivier Breuleux, Frédéric Bastien et al. · Proceedings of the Python in Science Conferences · 2010 · 1.1K citations · Full text

, , +16

Hyperopt: a Python library for model selection and hyperparameter optimization

James Bergstra, Brent Komer, Chris Eliasmith et al. · Computational Science & Discovery · 2015 · 1K citations · Full text

, , +15

1–5 of 32