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Yoshua Bengio
Results: 74

#	Item
51	Large-Scale Feature Learning With Spike-and-Slab Sparse Coding Ian J. Goodfellow Aaron Courville Yoshua Bengio DIRO, Universit´e de Montr´eal, Montr´eal, Qu´ebec, Canada Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:32 Statistical models Bayesian networks Learning Expectation–maximization algorithm Canadian Institute for Advanced Research Supervised learning Unsupervised learning Feature selection Latent variable Statistics Machine learning Cybernetics
52	Understanding the difficulty of training deep feedforward neural networks Xavier Glorot Yoshua Bengio DIRO, Universit´e de Montr´eal, Montr´eal, Qu´ebec, Canada Add to Reading List Source URL: jmlr.org Language: English - Date: 2010-03-31 18:50:33 Mathematics Recurrent neural network Artificial neural network Feedforward neural network Activation function Backpropagation Sigmoid function Autoencoder Logistic function Neural networks Cybernetics Science
53	Deep Generative Stochastic Networks Trainable by Backprop Yoshua Bengio∗ FIND . US @ ON . THE . WEB ´ Eric Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-02-01 17:03:25 Markov chain Monte Carlo Markov models Markov processes Bayesian statistics Markov chain Gibbs sampling Boltzmann machine Generative model Graphical model Statistics Statistical models Probability and statistics
54	Generalized Denoising Auto-Encoders as Generative Models Yoshua Bengio, Li Yao, Guillaume Alain, and Pascal Vincent D´epartement d’informatique et recherche op´erationnelle, Universit´e de Montr´eal Abstract Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-02-24 18:37:23 Statistical inference Monte Carlo methods Markov models Maximum likelihood Metropolis–Hastings algorithm Estimator Markov chain Multivariate normal distribution Bayesian network Statistics Estimation theory M-estimators
55	Deep Learning for NLP (without Magic) References Richard Socher,* Yoshua Bengio,† and Christopher Manning* Department of Computer Science, Stanford University † Department of computer science and operations research Add to Reading List Source URL: nlp.stanford.edu Language: English* - Date: 2014-11-21 16:07:55 Computational linguistics Computational neuroscience Neuroscience Neural networks Conference on Neural Information Processing Systems International Conference on Machine Learning Unsupervised learning Association for Computational Linguistics Geoffrey Hinton Artificial intelligence Science Machine learning
56	11th International Society for Music Information Retrieval Conference (ISMIRLEARNING TAGS THAT VARY WITHIN A SONG Michael I Mandel, Douglas Eck, Yoshua Bengio LISA Lab, Universit´e de Montr´eal {mandelm,eckdoug Add to Reading List Source URL: ismir2010.ismir.net Language: English - Date: 2014-01-23 13:05:30 Knowledge representation Collective intelligence Information retrieval Metadata Tag Last.fm Amazon Mechanical Turk Web 2.0 Information World Wide Web
57	Spectral Dimensionality Reduction via Learning Eigenfunctions Yoshua Bengio Thanks to Pascal Vincent, Jean-François Paiement, Olivier Delalleau, Marie Ouimet, and Nicolas Le Roux. Add to Reading List Source URL: clopinet.com Language: English - Date: 2003-12-20 10:53:48 Dimension reduction Computational statistics Dimension Nonlinear dimensionality reduction Isomap Spectral clustering Eigenvalues and eigenvectors Unsupervised learning Supervised learning Statistics Multivariate statistics Machine learning
58	On Using Very Large Target Vocabulary for Neural Machine Translation S´ebastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio Universit´e de Montr´eal Universit´e de Montr´eal Universit´e de Montr´eal Universi Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-03-19 01:06:06 Natural language processing Machine translation Speech recognition Computational neuroscience Statistical machine translation BLEU Evaluation of machine translation Neural network Moses Science Linguistics Computational linguistics
59	1 Representation Learning: A Review and New Perspectives Yoshua Bengio† , Aaron Courville, and Pascal Vincent† Department of computer science and operations research, U. Montreal Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-04-23 20:29:16 Neural networks Multivariate statistics Networks Boltzmann machine Pattern recognition Unsupervised learning Supervised learning Bayesian network Graphical model Statistics Machine learning Statistical models
60	Browsing through High Quality Document Images with DjVu Patrick Ha ner, Leon Bottou, Paul G. Howard, Patrice Simard, Yoshua Bengio and Yann Le Cun AT&T Labs-Research 100 Schultz Drive Red Bank, NJ[removed] Add to Reading List Source URL: www.cuminas.jp Language: English - Date: 2014-02-19 15:33:34 JBIG2 Data compression DjVu Lossless data compression JPEG Lossy compression Image compression Tagged Image File Format JBIG Graphics file formats Computing Information

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