Difference between revisions of "MLReadingGroup"

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m (Proposed Topics and Papers)
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** Relatives:
 
** Relatives:
 
*** [http://www.cs.cmu.edu/~lafferty/pub/rodeo.pdf <b>RODEO</b>]
 
*** [http://www.cs.cmu.edu/~lafferty/pub/rodeo.pdf <b>RODEO</b>]
*** [http://www.steelecommerce.com/ Phone]
 
 
*** [http://www-stat.stanford.edu/~tibs/ftp/LeastAngle_2002.pdf <b>Least angle regression</b>]
 
*** [http://www-stat.stanford.edu/~tibs/ftp/LeastAngle_2002.pdf <b>Least angle regression</b>]
 
*** [http://www.cs.princeton.edu/~mdudik/lasso/elastic_net.pdf Hui Zou and Trevor Hastie. <b>Regularization and Variable Selection via the Elastic Net</b>. <i>J. R. Statist. Soc. B</i>, 2005] + [http://www.cs.princeton.edu/~mdudik/lasso/elastic_net_correction.pdf <b>Addendum</b>]
 
*** [http://www.cs.princeton.edu/~mdudik/lasso/elastic_net.pdf Hui Zou and Trevor Hastie. <b>Regularization and Variable Selection via the Elastic Net</b>. <i>J. R. Statist. Soc. B</i>, 2005] + [http://www.cs.princeton.edu/~mdudik/lasso/elastic_net_correction.pdf <b>Addendum</b>]

Latest revision as of 08:18, 3 February 2009

Machine Learning Reading Group

Welcome to the wiki of the machine learning reading group.

Mailing list

We maintain an announcement/discussion list for the reading group. You may sign up for the list here.

Schedule (Fall 2008)

Our weekly meetings are Mo 1:00-5:00pm on the 3rd floor of the CS building (CS 302).

  • Graphical Models, exponential families, and variational inference


Schedule (Spring 2008)

Our weekly meetings are Tue 1:00-2:30pm in the AI lab on the 4th floor of the CS building (CS 431).


Schedule of topics:

Schedule (Fall 2007)

Our weekly meetings are Wed 4:00-5:30pm in the AI lab on the 4th floor of the CS building (CS 431).

Schedule of topics:

Additional topics:

  • relational network models
  • DP + parse trees
  • online learning
  • semi-supervised learning
  • stochastic gradient
  • convex optimizing
  • parallel learning
  • game theory

Schedule (Spring 2007)

Our weekly meetings are Thu 1:30-3:00pm in the AI lab on the 4th floor of the CS building (CS 431).

Schedule of topics:

Schedule (Fall 2006)

Our weekly meetings are Fridays, 3pm to 5pm, in CS 402.

Scheduled readings:

Proposed Topics and Papers

Please add further topics, suggest papers for particular topics, etc. here.

Participants

(Participants, please add your name to the list below.)

Faculty

  • David Blei
  • Rob Schapire

PostDocs

  • Edo Airoldi, LSI & CS
  • Florian Markowetz, LSI

Students

  • Indraneel Mukherjee, CS
  • Jordan Boyd-Graber, CS
  • Joseph Calandrino, CS
  • Melissa Carroll, CS
  • Jonathan Chang, EE
  • Miroslav Dudik, CS
  • Rebecca Fiebrink, CS
  • Berk Kapicioglu, CS
  • Umar Syed, CS
  • Chong Wang, CS
  • Sina Jafarpour, CS
  • Sean Gerrish, CS
  • Richard Socher, CS