Location: EU Supported » PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning » NIPS ´08 Workshop: New Challenges in Theoretical Machine Learning: Learning with Data-dependent Concept Spaces

event thumbnail image

NIPS ´08 Workshop: New Challenges in Theoretical Machine Learning: Learning with Data-dependent Concept Spaces

Sample Complexity for Multiresolution ICA

author:Doru Balcan, Carnegie Mellon University
published: Dec. 20, 2008, recorded: December 2008, views: 25

Turn off the lights

You might be experiencing some problems with Your Video player.

Slides

Slides
0:00	Sample complexity for Multiresolution ICA
0:13	Introduction
2:38	MrICA works well in practice
3:47	MrICA –problem setup
4:36	ICA objectives
5:57	Related sample complexity results
7:17	Results

Related content

Visitors who watched this lecture also watched...

Alternatives to the Discrete Fourier Transform
647 views - Doru Balcan, Aliaksei Sandryhaila, Jonathan Gross, Markus Püschel, 2008

Semi-Supervised Learning and Learning via Similarity Functions: two key settings for Data-dependent Concept Spaces
139 views - Avrim Blum, 2008

Learning with Multiple Similarity Functions
125 views - Avrim Blum, 2008

The use of Unlabeled Data in Supervised Learning: the Manifold Dossier
32 views - Csaba Szepesvari, 2008

The Sample Complexity of Learning the Kernel
148 views - Shai Ben-David, 2008

On Finding Low Error Clusterings
178 views - Maria Balcan, 2009

Sparse Sampling: Variations on a Theme by Shannon
470 views - Martin Vetterli, 2008

Potluck: Data Mash-Up Tool for Casual Users
132 views - David Huynh, 2007

Regression Canonical Correlation Analysis
163 views - Jan Rupnik, 2008

Chromatic PAC-Bayes Bounds for Non-IID Data
50 views - Liva Ralaivola, 2008

Report a problem or upload files

If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.

Lecture popularity: You need to login to cast your vote.

See Also:

Download slides icon Download slides: wehys08_balcan_scmr_01.pdf (406.1 KB)

Download slides icon Download slides: wehys08_balcan_scmr_01.ppt (478.0 KB)

Launch Windows Media Player Launch in a standalone WM Player

WMedia Player Switch to Windows Media Player

Help icon Streaming Video Help

WebLink icon Windows Media Player Firefox Plugin - Download

Link this page

Would you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !

Write your own review or comment:

Comment
Name
Email address
URL

make sure you have javascript enabled or clear this field: