Sparse dictionary learning

Results: 19



#Item
11Algebra / Linear algebra / Mathematics / Machine learning / Numerical linear algebra / Signal processing / Sparse dictionary learning / Unsupervised learning / Sparse approximation / Feature learning / K-SVD / Support vector machine

Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning Yuhui Quan1 , Yan Huang2 , Hui Ji1 1 2

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Source URL: www.cv-foundation.org

Language: English
12

SOS Lecture 4: Finding planted sparse vector and dictionary learning / Boaz Barak Based on scribed (and greatly expanded) notes by Samuel Hopkins and Jerry Li Finding Sparse Planted Vector 1

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Source URL: www.boazbarak.org

Language: English - Date: 2014-11-03 17:52:57
    13

    Karin Schnass* (), Porto Conte Ricerche, 07041 Alghero, Italy. A tour from sparse approximation over dictionary learning to random sparse properties of frames. Preliminary report. Overcomple

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    Source URL: jointmathematicsmeetings.org

    Language: English - Date: 2014-09-05 00:42:14
      14Machine learning / Sparse dictionary learning / Distribution / Mathematics

      IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 23, NO. 2, FEBRUARYScale Adaptive Dictionary Learning Cewu Lu, Member, IEEE, Jianping Shi, Student Member, IEEE, and Jiaya Jia, Senior Member, IEEE

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      Source URL: www.cse.cuhk.edu.hk

      Language: English - Date: 2014-04-15 12:21:05
      15Statistics / Robust statistics / Machine learning / Statistical theory / Regression analysis / Estimation theory / Sparse dictionary learning / Outlier / Random sample consensus / Iteratively reweighted least squares / K-SVD / Sparse approximation

      Online Robust Dictionary Learning Cewu Lu Jianping Shi Jiaya Jia The Chinese University of Hong Kong {cwlu,jpshi,leojia}@cse.cuhk.edu.hk

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      Source URL: www.cse.cuhk.edu.hk

      Language: English - Date: 2013-04-16 04:36:34
      16

      ERRATA FOR SPARSE DICTIONARY LEARNING FROM 1-BIT DATA Jarvis D. Haupt, Nikos D. Sidiropoulos, and Georgios B. Giannakis Department of Electrical and Computer Engineering University of Minnesota, Minneapolis MN

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      Source URL: www.ece.umn.edu

      Language: English - Date: 2014-05-08 12:54:42
        17Machine learning / Applied mathematics / Sparse approximation / Linguistics / Wavelet / Dictionary / Algorithm / Mathematics / Cybernetics / Learning

        MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com A Clustering Approach to Optimize Online Dictionary Learning

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        Source URL: www.merl.com

        Language: English - Date: 2012-08-12 11:51:52
        18Linear algebra / Statistics / Information theory / Digital signal processing / Multivariate statistics / Compressed sensing / Matching pursuit / Nyquist–Shannon sampling theorem / Overcompleteness / Signal processing / Algebra / Mathematics

        LEARNING TO SENSE SPARSE SIGNALS: SIMULTANEOUS SENSING MATRIX AND SPARSIFYING DICTIONARY OPTIMIZATION By Julio Martin Duarte-Carvajalino

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        Source URL: ima.umn.edu

        Language: English - Date: 2011-10-06 10:33:11
        19Cluster 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
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