Difference between revisions of "MLReadingGroup"

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** Background Paper: [http://citeseer.ist.psu.edu/638941.html Peter Auer (2002), Using Confidence Bounds for Exploitation-Exploration Trade-offs]
 
** Background Paper: [http://citeseer.ist.psu.edu/638941.html Peter Auer (2002), Using Confidence Bounds for Exploitation-Exploration Trade-offs]
 
** Background Paper: [http://citeseer.ist.psu.edu/443693.html Ronen I. Brafman and Moshe Tennenholtz (2002), R-max – A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning]
 
** Background Paper: [http://citeseer.ist.psu.edu/443693.html Ronen I. Brafman and Moshe Tennenholtz (2002), R-max – A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning]
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* 25 March 2008
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** Topic: Network/Relational Learning
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** Leader: Jonathan Chang 
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** Main Paper: [http://arxiv.org/abs/0803.1628v1 Janne Sinkkonen, Janne Aukia, Samuel Kaski.  Component models for large networks]
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** Background Paper: [http://citeseer.ist.psu.edu/cohn01missing.html D Cohn, T Hofmann.  The Missing Link-A Probabilistic Model of Document Content and Hypertext Connectivity]
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** Background Paper: [http://arxiv.org/abs/0705.4485 Edoardo M Airoldi, David M Blei, Stephen E Fienberg, Eric P Xing.  Mixed membership stochastic blockmodels]
  
 
* 11 March 2008
 
* 11 March 2008

Revision as of 15:11, 31 March 2008

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 (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
  • Zafer Barutcuoglu, 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