JB
James Bergstra
cs.LGcs.ROstat.MLcs.AIcs.CVAlgorithmsArtificial IntelligenceCompetitioncontrol theorycs.MS
On Valency
published · living versionsW_mtjgk7mw·v1 · currentpublished
Theano: new features and speed improvements
with Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, Ian Goodfellow +4
1 version
Preprints & journals
16 papers in the corpus · 2010–2024Offline-to-online Reinforcement Learning for Image-based Grasping with Scarce Demonstrations2410.14957v2 · Bryan Chan, Anson Leung, James Bergstra2024 · 0 citationsarXiv
Revisiting Sparse Rewards for Goal-Reaching Reinforcement Learning2407.00324v2 · Gautham Vasan, Yan Wang, Fahim Shahriar et al.2024 · 1 citationarXiv
A Statistical Guarantee for Representation Transfer in Multitask Imitation Learning2311.01589v1 · Bryan Chan, Karime Pereida, James Bergstra2023 · 0 citationsarXiv
Active Perception and Representation for Robotic Manipulation2003.06734v1 · Youssef Zaky, Gaurav Paruthi, Bryan Tripp et al.2020 · 11 citationsarXiv
Autoregressive Policies for Continuous Control Deep Reinforcement Learning1903.11524v1 · Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan et al.2019 · 19 citationsarXiv
Benchmarking Reinforcement Learning Algorithms on Real-World Robots1809.07731v1 · A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan et al.2018 · 125 citationsarXiv
Setting up a Reinforcement Learning Task with a Real-World Robot1803.07067v1 · A. Rupam Mahmood, Dmytro Korenkevych, Brent J. Komer et al.2018 · 66 citationsarXiv
Challenges in representation learning: a report on three machine learning contests.25613956 · Goodfellow, Ian J, Erhan, Dumitru, Luc Carrier, Pierre et al.2015 · 791 citationsNeural networks : the official journal of the International Neural Network Society. 2015;64:59-63
The Spike-and-Slab RBM and Extensions to Discrete and Sparse Data Distributions.26352238 · Courville, Aaron, Desjardins, Guillaume, Bergstra, James et al.2015 · 27 citationsIEEE transactions on pattern analysis and machine intelligence. 2014;36(9):1874-87
Nengo: a Python tool for building large-scale functional brain models.24431999 · Bekolay, Trevor, Bergstra, James, Hunsberger, Eric et al.2014 · 501 citationsFrontiers in neuroinformatics. 2014;7:48
Pylearn2: a machine learning research library1308.4214v1 · Ian J. Goodfellow, David Warde-Farley, Pascal Lamblin et al.2013 · 215 citationsarXiv
Challenges in Representation Learning: A report on three machine learning contests1307.0414v1 · Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier et al.2013 · 1,766 citationsarXiv
Hyperparameter Optimization and Boosting for Classifying Facial Expressions: How good can a "Null" Model be?1306.3476v1 · James Bergstra, David D. Cox2013 · 16 citationsarXiv
Theano: new features and speed improvements1211.5590v1 · Fr'ed'eric Bastien, Pascal Lamblin, Razvan Pascanu et al.2012 · 1,005 citationsarXivon Valency
Making a Science of Model Search1209.5111v1 · J. Bergstra, D. Yamins, D. D. Cox2012 · 38 citationsarXiv
Suitability of V1 energy models for object classification.21162668 · Bergstra, James, Bengio, Yoshua, Louradour, Jérôme2015 · 7 citationsNeural computation. 2011;23(3):774-90
Career total: 68 works. 16 are in this corpus.
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