Unsupervised learning

Results: 431



#Item
391Statistical classification / Error detection and correction / Yann LeCun / Linear classifier / Matching pursuit / Supervised learning / Unsupervised learning / Caltech 101 / Support vector machine / Statistics / Artificial intelligence / Machine learning

Learning Convolutional Feature Hierarchies for Visual Recognition Koray Kavukcuoglu1 , Pierre Sermanet1 , Y-Lan Boureau2,1 , Karol Gregor1 , Micha¨el Mathieu1 , Yann LeCun1 1

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-24 15:10:40
392Science / Artificial neural network / Boltzmann machine / Machine learning / Supervised learning / Unsupervised learning / Autoencoder / Artificial neuron / Algorithm / Neural networks / Cybernetics / Applied mathematics

On the Expressive Power of Deep Architectures Yoshua Bengio and Olivier Delalleau Dept. IRO, Universit´e de Montr´eal. Montr´eal (QC), H3C 3J7, Canada Abstract. Deep architectures are families of functions correspondi

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-09-23 22:24:15
393Artificial intelligence / Computational neuroscience / Network architecture / Recurrent neural network / Feedforward neural network / Unsupervised learning / Autoencoder / Supervised learning / Boltzmann machine / Neural networks / Machine learning / Cybernetics

Greedy Layer-Wise Training of Deep Networks Yoshua Bengio, Pascal Lamblin, Dan Popovici, Hugo Larochelle Universit´e de Montr´eal Montr´eal, Qu´ebec {bengioy,lamblinp,popovicd,larocheh}@iro.umontreal.ca

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-16 13:22:11
394Cluster analysis / Data analysis / Data mining / Geostatistics / Segmentation / K-means clustering / Spectral clustering / Sparse matrix / Pattern recognition / Statistics / Machine learning / Multivariate statistics

DICTIONARY LEARNING AND SPARSE CODING FOR UNSUPERVISED CLUSTERING By Pablo Sprechmann and

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Source URL: ima.umn.edu

Language: English - Date: 2011-10-06 10:33:44
395Neural networks / Computational neuroscience / Supervised learning / Yann LeCun / Unsupervised learning / Statistical classification / Object recognition / Segmentation / Support vector machine / Artificial intelligence / Machine learning / Statistics

Convolutional-Recursive Deep Learning for 3D Object Classification Richard Socher, Brody Huval, Bharath Bhat, Christopher D. Manning, Andrew Y. Ng Computer Science Department, Stanford University, Stanford, CA 94305, USA

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-24 15:06:58
396Unsupervised learning / Overfitting / Dimension reduction / Feature selection / Curse of dimensionality / Enron / Machine learning / Statistics / Supervised learning

Knowledge Discovery with Iterative Denoising Kendall Giles

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Source URL: www.people.vcu.edu

Language: English - Date: 2008-10-10 13:55:40
397Computational statistics / Semi-supervised learning / Supervised learning / Co-training / Active learning / Stability / Computational learning theory / Book:Machine Learning - The Complete Guide / Unsupervised learning / Machine learning / Artificial intelligence / Learning

New Theoretical Frameworks for Machine Learning Maria-Florina Balcan CMU-CS–08-153

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Source URL: www.cs.cmu.edu

Language: English
398Supervised learning / Outlier / Anomaly detection / Bioinformatics / Unsupervised learning / Computer vision / Image retrieval / Cluster analysis / Classification in machine learning / Statistics / Machine learning / Statistical classification

Kernel methods & sparse methods for computer vision Francis Bach

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Source URL: www.di.ens.fr

Language: English - Date: 2011-07-25 01:47:33
399Computational statistics / Neural network / Pattern recognition / Supervised learning / Unsupervised learning / Caltech 101 / Machine learning / Artificial intelligence / Learning

Building High-level Features Using Large Scale Unsupervised Learning [removed] [removed] [removed]

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Source URL: static.googleusercontent.com

Language: English - Date: 2012-07-12 02:17:19
400Geostatistics / Machine learning / Single-linkage clustering / Hierarchical clustering / K-means clustering / Hyponymy / Fowlkes–Mallows Index / WordNet / Consensus clustering / Statistics / Cluster analysis / Data mining

WebSets: Extracting Sets of Entities from the Web Using Unsupervised Information Extraction Bhavana Dalvi William W. Cohen

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Source URL: www.cs.cmu.edu

Language: English - Date: 2011-12-06 16:33:16
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