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Dimension reduction
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#	Item
11	JMLR: Workshop and Conference Proceedings vol 40:1–29, 2015 On the Complexity of Learning with Kernels Nicol`o Cesa-Bianchi NICOLO . CESA - BIANCHI @ UNIMI . IT Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Algebra Mathematics Numerical linear algebra Linear algebra Functional analysis Statistical classification Dimension reduction Kernel Support vector machine Matrix Low-rank approximation Reproducing kernel Hilbert space
12	Ghostscript wrapper for X:ersV2011er_final.pdf Add to Reading List Source URL: www2.ece.ohio-state.edu Language: English - Date: 2011-08-09 10:09:19 Algebra Mathematics Linear algebra Numerical linear algebra Dimension reduction Functional analysis Multivariate statistics Linear map Singular value decomposition Kernel method Principal component analysis Kernel
13	Fast Optimization for t-SNE Laurens van der Maaten Department of Computer Science and Engineering, University of California, San Diego 9500 Gilman Drive, La Jolla, CA 92093, USA Pattern Recognition & Bioinformatics Lab, Add to Reading List Source URL: lvdmaaten.github.io Language: English - Date: 2016-07-16 15:30:43 Multivariate statistics Numerical analysis Statistics Applied mathematics Dimension reduction T-distributed stochastic neighbor embedding Computational statistics Nonlinear dimensionality reduction Mathematical optimization Dimensionality reduction Deep learning Artificial neural network
14	I will discuss recent work on randomized algorithms for low-rank approximation and principal component analysis (PCA). The talk will focus on efforts that move beyond the extremely fast, but relatively crude approximatio Add to Reading List Source URL: mmds-data.org Language: English - Date: 2016-06-23 15:50:48 Algebra Mathematics Multivariate statistics Numerical analysis Numerical linear algebra Iterative methods Dimension reduction Principal component analysis Singular value decomposition Stochastic optimization Nonlinear dimensionality reduction Sparse dictionary learning
15	STATISTICAL DISCLOSURE CONTROL FOR MICRODATA: A PRACTICE G UIDE THIJS BENSCHOP CATHRINE MACHINGAUTA MATTHEW WELCH July 2016 Version 1.1 Add to Reading List Source URL: www.ihsn.org Language: English - Date: 2016-07-28 08:44:49 Anonymity Privacy Information Statistics Knowledge Categorical data Multivariate statistics Dimension reduction K-anonymity Data anonymization Mosaic plot Contingency table
16	Unsupervised Image Embedding Using Nonparametric Statistics Guobiao Mei University of California, Riverside Abstract Add to Reading List Source URL: rlair.cs.ucr.edu Language: English - Date: 2011-01-19 19:25:19 Mathematics Statistics Dimension reduction Topology Multivariate statistics Computational statistics Machine learning Dimension Nonlinear dimensionality reduction Isomap Semidefinite embedding Embedding
17	IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, VOL. 22, NO. 10, OCTOBERCodebook-Based Audio Feature Representation for Music Information Retrieval Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:25 Algebra Mathematics Information science Machine learning Vector quantization Dimension reduction Search algorithms Feature learning Code K-means clustering Lasso Principal component analysis
18	SOM-based Document Image Retrieval Stefano Faini Simone Marinai Emanuele Marino Giovanni Soda DSI - University of Florence (Italy) E-mail: Abstract Add to Reading List Source URL: www.dsi.unifi.it Language: English - Date: 2009-12-17 04:49:47 Information science Information retrieval Natural language processing Data mining Dimension reduction Self-organizing map Document retrieval Relevance Nearest neighbor search Search engine indexing Proximity search Document clustering
19	GeoVISTA Visual Inquiry Toolkit: Jin Chen, Diansheng Guo, and Alan MacEachren Add to Reading List Source URL: www.geovista.psu.edu Language: English - Date: 2016-07-01 14:44:46 Visualization Infographics Computational science Computer graphics Communication design Dimension reduction Self-organizing map Information visualization Graphic design Science Parallel coordinates Alan MacEachren
20	LARGE-SCALE MUSIC SIMILARITY SEARCH WITH SPATIAL TREES Brian McFee Computer Science and Engineering University of California, San Diego ABSTRACT Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:26 Statistics Search algorithms Information science Information Dimension reduction K-d tree K-means clustering Normal distribution K-nearest neighbors algorithm Principal component analysis Locality-sensitive hashing Nearest neighbor search

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