James Bergstra

	2012
12		James Bergstra, Yoshua Bengio: Random Search for Hyper-Parameter Optimization. Journal of Machine Learning Research 13: 281-305 (2012)
	2011
11		Aaron C. Courville, James Bergstra, Yoshua Bengio: Unsupervised Models of Images by Spikeand-Slab RBMs. ICML 2011: 1145-1152
10		James Bergstra, Rémi Bardenet, Yoshua Bengio, Balázs Kégl: Algorithms for Hyper-Parameter Optimization. NIPS 2011: 2546-2554
9		James Bergstra, Aaron C. Courville, Yoshua Bengio: The Statistical Inefficiency of Sparse Coding for Images (or, One Gabor to Rule them All) CoRR abs/1109.6638: (2011)
8		Aaron C. Courville, James Bergstra, Yoshua Bengio: A Spike and Slab Restricted Boltzmann Machine. Journal of Machine Learning Research - Proceedings Track 15: 233-241 (2011)
7		James Bergstra, Yoshua Bengio, Jérôme Louradour: Suitability of V1 Energy Models for Object Classification. Neural Computation 23(3): 774-790 (2011)
	2010
6		James Bergstra, Michael I. Mandel, Douglas Eck: Scalable Genre and Tag Prediction with Spectral Covariance. ISMIR 2010: 507-512
	2009
5		Joseph P. Turian, James Bergstra, Yoshua Bengio: Quadratic Features and Deep Architectures for Chunking. HLT-NAACL (Short Papers) 2009: 245-248
4		James Bergstra, Yoshua Bengio: Slow, Decorrelated Features for Pretraining Complex Cell-like Networks. NIPS 2009: 99-107
	2007
3		Hugo Larochelle, Dumitru Erhan, Aaron C. Courville, James Bergstra, Yoshua Bengio: An empirical evaluation of deep architectures on problems with many factors of variation. ICML 2007: 473-480
	2006
2		James Bergstra, Alexandre Lacoste, Douglas Eck: Predicting genre labels for artist using FreeDB. ISMIR 2006: 85-88
1		James Bergstra, Norman Casagrande, Dumitru Erhan, Douglas Eck, Balázs Kégl: Aggregate features and ADABOOSTfor music classification. Machine Learning 65(2-3): 473-484 (2006)

Coauthor Index

1	Rémi Bardenet	[10]
2	Yoshua Bengio	[3] [4] [5] [7] [8] [9] [10] [11] [12]
3	Norman Casagrande	[1]
4	Aaron C. Courville	[3] [8] [9] [11]
5	Douglas Eck	[1] [2] [6]
6	Dumitru Erhan	[1] [3]
7	Balázs Kégl	[1] [10]
8	Alexandre Lacoste	[2]
9	Hugo Larochelle	[3]
10	Jérôme Louradour	[7]
11	Michael I. Mandel	[6]
12	Joseph P. Turian	[5]

Last update Sun May 27 04:04:01 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page