Hugo Larochelle

	2012
25		Volodymyr Mnih, Hugo Larochelle, Geoffrey E. Hinton: Conditional Restricted Boltzmann Machines for Structured Output Prediction CoRR abs/1202.3748: (2012)
24		George E. Dahl, Ryan Prescott Adams, Hugo Larochelle: Training Restricted Boltzmann Machines on Word Observations CoRR abs/1202.5695: (2012)
23		Hugo Larochelle, Michael I. Mandel, Razvan Pascanu, Yoshua Bengio: Learning Algorithms for the Classification Restricted Boltzmann Machine. Journal of Machine Learning Research 13: 643-669 (2012)
22		Jasper Snoek, Ryan Prescott Adams, Hugo Larochelle: On Nonparametric Guidance for Learning Autoencoder Representations. Journal of Machine Learning Research - Proceedings Track 22: 1073-1080 (2012)
	2011
21		Loris Bazzani, Nando de Freitas, Hugo Larochelle, Vittorio Murino, Jo-Anne Ting: Learning attentional policies for tracking and recognition in video with deep networks. ICML 2011: 937-944
20		Jérôme Louradour, Hugo Larochelle: Classification of Sets using Restricted Boltzmann Machines. UAI 2011: 463-470
19		Volodymyr Mnih, Hugo Larochelle, Geoffrey E. Hinton: Conditional Restricted Boltzmann Machines for Structured Output Prediction. UAI 2011: 514-522
18		Michael I. Mandel, Razvan Pascanu, Hugo Larochelle, Yoshua Bengio: Autotagging music with conditional restricted Boltzmann machines CoRR abs/1103.2832: (2011)
17		Jérôme Louradour, Hugo Larochelle: Classification of Sets using Restricted Boltzmann Machines CoRR abs/1103.4896: (2011)
16		Maksims Volkovs, Hugo Larochelle, Richard S. Zemel: Loss-sensitive Training of Probabilistic Conditional Random Fields CoRR abs/1107.1805: (2011)
15		Misha Denil, Loris Bazzani, Hugo Larochelle, Nando de Freitas: Learning where to Attend with Deep Architectures for Image Tracking CoRR abs/1109.3737: (2011)
14		Hugo Larochelle, Iain Murray: The Neural Autoregressive Distribution Estimator. Journal of Machine Learning Research - Proceedings Track 15: 29-37 (2011)
	2010
13		Hugo Larochelle, Geoffrey E. Hinton: Learning to combine foveal glimpses with a third-order Boltzmann machine. NIPS 2010: 1243-1251
12		Pascal Vincent, Hugo Larochelle, Isabelle Lajoie, Yoshua Bengio, Pierre-Antoine Manzagol: Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion. Journal of Machine Learning Research 11: 3371-3408 (2010)
11		Ruslan Salakhutdinov, Hugo Larochelle: Efficient Learning of Deep Boltzmann Machines. Journal of Machine Learning Research - Proceedings Track 9: 693-700 (2010)
10		Hugo Larochelle, Yoshua Bengio, Joseph P. Turian: Tractable Multivariate Binary Density Estimation and the Restricted Boltzmann Forest. Neural Computation 22(9): 2285-2307 (2010)
	2009
9		Hugo Larochelle, Yoshua Bengio, Jérôme Louradour, Pascal Lamblin: Exploring Strategies for Training Deep Neural Networks. Journal of Machine Learning Research 10: 1-40 (2009)
8		Hugo Larochelle, Dumitru Erhan, Pascal Vincent: Deep Learning using Robust Interdependent Codes. Journal of Machine Learning Research - Proceedings Track 5: 312-319 (2009)
	2008
7		Hugo Larochelle, Dumitru Erhan, Yoshua Bengio: Zero-data Learning of New Tasks. AAAI 2008: 646-651
6		Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pierre-Antoine Manzagol: Extracting and composing robust features with denoising autoencoders. ICML 2008: 1096-1103
5		Hugo Larochelle, Yoshua Bengio: Classification using discriminative restricted Boltzmann machines. ICML 2008: 536-543
	2007
4		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
3		Yoshua Bengio, Pascal Lamblin, Dan Popovici, Hugo Larochelle: Greedy Layer-Wise Training of Deep Networks. NIPS 2006: 153-160
2		Yoshua Bengio, Martin Monperrus, Hugo Larochelle: Nonlocal Estimation of Manifold Structure. Neural Computation 18(10): 2509-2528 (2006)
	2005
1		Yoshua Bengio, Hugo Larochelle, Pascal Vincent: Non-Local Manifold Parzen Windows. NIPS 2005

Coauthor Index

1	Ryan Prescott Adams	[22] [24]
2	Loris Bazzani	[15] [21]
3	Yoshua Bengio	[1] [2] [3] [4] [5] [6] [7] [9] [10] [12] [18] [23]
4	James Bergstra	[4]
5	Aaron C. Courville	[4]
6	George E. Dahl	[24]
7	Misha Denil	[15]
8	Dumitru Erhan	[4] [7] [8]
9	Nando de Freitas	[15] [21]
10	Geoffrey E. Hinton	[13] [19] [25]
11	Isabelle Lajoie	[12]
12	Pascal Lamblin	[3] [9]
13	Jérôme Louradour	[9] [17] [20]
14	Michael I. Mandel	[18] [23]
15	Pierre-Antoine Manzagol	[6] [12]
16	Volodymyr Mnih	[19] [25]
17	Martin Monperrus	[2]
18	Vittorio Murino	[21]
19	Iain Murray	[14]
20	Razvan Pascanu	[18] [23]
21	Dan Popovici	[3]
22	Ruslan Salakhutdinov	[11]
23	Jasper Snoek	[22]
24	Jo-Anne Ting	[21]
25	Joseph P. Turian	[10]
26	Pascal Vincent	[1] [6] [8] [12]
27	Maksims Volkovs	[16]
28	Richard S. Zemel	[16]

Colors in the list of coauthors

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