Concepedia

James Bergstra

JB

Statistics

Publications

32

Citations

20.7K

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 engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePattern RecognitionArtificial IntelligenceDeep LearningKnowledge DiscoveryMachine VisionComputer Vision

Publications per year

2006–2019

32

Publications

32

Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

Algorithms for hyper-parameter optimization

James Bergstra · 2011 · 3.2K citations · Full text

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

James Bergstra, Daniel Yamins, David Cox · 2013 · 1.6K citations · Full text

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

Engineering, Machine Learning, Python Modules +18

Theano: new features and speed improvements

Frédéric Bastien, Pascal Lamblin, Razvan Pascanu et al. · arXiv (Cornell University) · 2012 · 1K citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +15

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