James S. Bergstra
2 papers · 2009–2011 · 1 venue · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (4) 🧭 Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(2)
Machine Learning
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Application Areas · Machine Learning
(1)
Application Areas · Deep Learning
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
neural network
(2)
image classification
(1)
feature learning
(1)
neural network training
(1)
unsupervised pretraining
(1)
hyperparameter optimization
(1)
self-supervised learning
(1)
expected improvement
(1)
slow features
(1)
decorrelated features
(1)
slow feature analysis
(1)
complex cells
(1)
slow feature learning
(1)
orientation-selective features
(1)
neural network activation
(1)
random search
(1)
greedy search
(1)
response surface models
(1)
activation function
(1)
deep belief network
(1)