James Bergstra
6 papers · 2009–2019 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (10)
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Cross-Pollinator
(10)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
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Conference Pioneer
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Trend Setter
Conferences
AISTATS (1)
CORL (1)
ICML (1)
IJCAI (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
continuous control
(2)
reinforcement learning
(1)
sample efficiency
(1)
computer vision
(1)
object recognition
(1)
hyperparameter optimization
(1)
neural architecture search
(1)
gaussian process
(1)
gibbs sampling
(1)
stochastic process
(1)
random search
(1)
hyper-parameter optimization
(1)
spike and slab
(1)
restricted boltzmann machine
(1)
latent representation
(1)
autoregressive policy
(1)
robotic hardware
(1)
model search
(1)
grid search
(1)
real-world robotics
(1)
Papers
Autoregressive Policies for Continuous Control Deep Reinforcement Learning
IJCAI 2019
Benchmarking Reinforcement Learning Algorithms on Real-World Robots
CORL 2018
Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures
ICML 2013
Random Search for Hyper-Parameter Optimization
JMLR 2012
A Spike and Slab Restricted Boltzmann Machine
AISTATS 2011
Quadratic Features and Deep Architectures for Chunking
NAACL 2009