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Structured sparsity - PowerPoint PPT Presentation


Smoothing Proximal Gradient Method for General Structured Sparse Learning

Smoothing Proximal Gradient Method for General Structured Sparse Learning

Smoothing Proximal Gradient Method for General Structured Sparse Learning. Eric Xing epxing@cs.cmu.edu School of Computer Science Carnegie Mellon University Joint work with: Xi Chen, Qihang Lin, Seyoung Kim, Jaime Carbonell. Moder n High-Dimensional Problems. Genomics:

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822 views • 40 slides



Fast Algorithms for Structured Sparsity

Fast Algorithms for Structured Sparsity

Fast Algorithms for Structured Sparsity. Piotr Indyk. Joint work with C. Hegde and L. Schmidt (MIT), J. Kane and L. Lu and D. Hohl (Shell). Sparsity in data. Data is often sparse In this talk, “data” means some x ∈ R n. n -pixel seismic image.

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288 views • 26 slides


Learning with Structured Sparsity

Learning with Structured Sparsity

Learning with Structured Sparsity. Authors: Junzhou Huang, Tong Zhang, Dimitris Metaxas. Introduction. Fixed set of p basis vectors where for each j . -->

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423 views • 23 slides


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