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...

0:46:23

Spectral Sparsification of Graphs

Nikhil Srivastava, Microsoft Research India
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/nikhil-srivastava-2013-09-17
Visit talk page
0:40:58

Fast Testing of Graph Properties

Artur Czumaj, University of Warwick
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/artur-czumaj-2013-09-17
Visit talk page
0:47:39

Inferring Structural Properties: Graphs and Bridges

Anna Gilbert, University of Michigan
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/anna-gilbert-2013-09-17
Visit talk page
0:47:1

Convex Relaxations for Permutation Problems

Alexandre d'Aspremont, CNRS - ENS Paris
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/alexandre-d-aspremont-2013-09-18
Visit talk page
0:43:4

Computational and Statistical Tradeoffs via Convex Relaxation

Venkat Chandrasekaran, California Institute of Technology
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/venkat-chandrasekaran-2013-09-18
Visit talk page
0:38:33

Memory Limited, Streaming PCA

Constantine Caramanis, University of Texas, Austin
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/constantine-caramanis-2013-09-18
Visit talk page
0:44:54

Noisy Estimation of Simultaneously Structured Models

Maryam Fazel, University of Washington
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/maryam-fazel-2013-09-18
Visit talk page
0:37:17

Min-Wise Hashing for Large-Scale Regression and Classification

Nicolai Meinshausen, University of Oxford and ETH Zürich
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/nicolai-meinshausen-2013-09-18
Visit talk page
0:47:51

Variable Selection with Error Control: Another Look at Stability Selection

Richard Samworth, University of Cambridge
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/richard-samworth-2013-09-18
Visit talk page
0:37:35

Mixed and Covariate-Dependent Graphical Models

Liza Levina, University of Michigan
Succinct Data Representations and Applications
http://simons.berkeley.edu/talks/liza-levina-2013-09-18
Visit talk page