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Random projection, margins, kernels, and feature-selection
Published on Feb 25, 20077688 Views
Random projection is a simple technique that can often provide insight into questions such as "why is it good to have a large margin?" or "what are kernels really doing and how are they similar to fea
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Chapter list
Random projection, margins, kernels, and feature-selection00:01
Random Projection01:28
Random Projection02:19
Uses in approximation algorithms03:52
Basic Supervised learning setting05:37
Margins06:39
JL Lemma09:08
JL Lemma10:00
JL Lemma, cont14:02
Random projection and margins15:43
Random projection and margins18:18
Random projection and margins19:57