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linear_algebra_and_data_mining_reading_group

Location: ACES 3.116 Time: Wednesdays, 10-11, every other week. Other reading groups: Reading Groups

Theme Graph Laplacians and large scale data mining.

Presentation schedule

Papers proposed

Paper http://www.cs.cmu.edu/~skumar/ens.pdf Ensemble Nystrom Method, Sanjiv Kumar, Mehryar Mohri and Ameet Talwalkar
Proposer Zhengdong Lu
Why? similar topic as the two other papers from NIPS09
Paper http://www.cbrc.jp/~tsuda/pdf/icml05.pdf Propagating Distributions on a Hypergrap by Dual Information Regularization, Koji Tsuda. ICML05
Proposer Zhengdong Lu
Why? A paper on KL-based objective for semi-supervised learning paper. Relevant to the Rob Fergus paper, actually cited by them. I read it years ago and found it interesting.
Paper Mark Herbster, Massimiliano Pontil, Sergio Rojas Galeano: Fast Prediction on a Tree. 657-664 http://books.nips.cc/papers/files/nips21/NIPS2008_0824.pdf
Proposer Inderjit Dhillon
Why?
linear_algebra_and_data_mining_reading_group.txt · Last modified: 2013/04/23 21:55 by 127.0.0.1