Concepedia

David Cox

DC

88

Publications

13.5K

Citations

44

H-Index

1984

Active since

Affiliations

Harvard University(Current)

Massachusetts Institute of Technology

Harvard University Press

McGovern Institute for Brain Research

IBM (United States)

David Cox is an author at Harvard University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceDeep LearningMachine LearningMachine VisionData ScienceComputer VisionImage AnalysisPattern RecognitionNeuroscience

Publications per year

1984–2024

88

Publications

88

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

Functional magnetic resonance imaging (fMRI) “brain reading”: detecting and classifying distributed patterns of fMRI activity in human visual cortex

David Cox, Robert L. Savoy · NeuroImage · 2003 · 1.1K citations

Cognitive Science, Neuroimaging Modality, Visual Neuroscience +12

Visual Place Recognition: A Survey

Stephanie Lowry, Niko Sünderhauf, Paul Newman et al. · IEEE Transactions on Robotics · 2015 · 1.1K citations

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

Artificial Intelligence, Mathematical Programming, Engineering +19

Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms

James Bergstra, Dan Yamins, David Cox · Proceedings of the Python in Science Conferences · 2013 · 802 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

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