Playlist: 27 videos

Succinct Data Representations and Applications

Sept. 16 – Sept. 19, 2013

A broadly successful approach to Big Data analysis involves understanding and manipulating not the raw data, but the essence of the data.

This may apply when we "capture" the data during measurements, as in compressed...

0:46:35

Succinct Representations and Efficient Algorithms Based on Linear Programming

Sudipto Guha, University of Pennsylvania
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/sudipto-guha-2013-09-19
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0:41:55

Dimensionality Reduction Via Sparse Matrices

Jelani Nelson, Harvard University
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/jelani-nelson-2013-09-19
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0:39:22

Probabilistic Hashing Methods for Succinct Data Representations and Applications

Ping Li, Rutgers University
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/ping-li-2013-09-19
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0:39:1

Optimal Detection of Sparse Signal Segments

Ming Yuan, University of Wisconsin-Madison
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/ming-yuan-2013-09-19
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0:51:29

Two Concise Representations for High-Dimensional Visual Data

John Wright, Columbia University
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/john-wright-2013-09-19
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0:43:30

Structured Sparsity-Inducing Norms Through Submodular Functions

Francis Bach, INRIA and ENS Paris
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/francis-bach-2013-09-19
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0:39:56

Going Off the Grid

Benjamin Recht, UC Berkeley
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/benjamin-recht-2013-09-19
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