Bergstra, James

8 publications

IJCAI 2019 Autoregressive Policies for Continuous Control Deep Reinforcement Learning Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan, James Bergstra

CoRL 2018 Benchmarking Reinforcement Learning Algorithms on Real-World Robots A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan, William Ma, James Bergstra

ICML 2013 Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures James Bergstra, Daniel Yamins, David Cox

JMLR 2012 Random Search for Hyper-Parameter Optimization James Bergstra, Yoshua Bengio

AISTATS 2011 A Spike and Slab Restricted Boltzmann Machine Aaron Courville, James Bergstra, Yoshua Bengio

ICML 2011 Unsupervised Models of Images by Spikeand-Slab RBMs Aaron C. Courville, James Bergstra, Yoshua Bengio

ICML 2007 An Empirical Evaluation of Deep Architectures on Problems with Many Factors of Variation Hugo Larochelle, Dumitru Erhan, Aaron C. Courville, James Bergstra, Yoshua Bengio

MLJ 2006 Aggregate Features and ADABOOSTfor Music Classification James Bergstra, Norman Casagrande, Dumitru Erhan, Douglas Eck, Balázs Kégl