SCHEDULE
FALL 2004

 

Date

Speaker

Topic

Links

09/16/04

Rodrigo de Salvo Braz

Hierarchical topic models and the nested Chinese restaurant process. D. Blei, T. Griffiths, M. Jordan, and J. Tenenbaum In S. Thrun, L. Saul, and B. Scholkopf, editors, Advances in Neural Information Processing Systems (NIPS) 16, Cambridge, MA, 2004. MIT Press.

PDF

PPT

09/23/04

Jakob Metzler

Web-Scale Information Extraction in KnowItAll (Preliminary Results), by Etzioni et al.

PDF
KnowItAll web page

09/30/04

Xin Li

Integrating Constraints and Metric Learning in Semi-Supervised Clustering.
Mikhail Bilenko, Sugato Basu, Raymond J. Mooney. ICML 2004.

PDF
Slides

10/07/04

Matt Drees

An Improved Error Model for Noisy Channel Spelling Correction,
Eric Brill, Robert C. Moore

PDF

10/14/04

Steve Hanneke

Markov Logic: A Unifying Framework for Statistical Relational Learning,
Pedro Domingos and Matthew Richardson.

PDF
Longer version
Author's thesis

10/21/04

Wen-tau Yih

General talk on CRF models.


10/28/04

Adam Klivans

Learning Intersections of Halfspaces

11/04/04

Lise Getoor at 3:15pm

Link Mining

Home page

11/11/04

John Langford

Reductions for Machine Learning

11/18/04

Dav Zimak

J. Platt's Sequential Minimal Optimization (SMO)

SMO page

12/02/04

Dragomir Radev at 3pm

Social network analysis of text

12/09/04

Michael Connor

PageRank on Semantic Networks, with Application to Word Sense Disambiguation, by Rada Mihalcea, Paul Tarau, Elizabeth Figa

PS

 

 

 

 

 

Official inquiries about AIML should be directed to Rodrigo de Salvo Braz (braz@uiuc.edu).
Last update: 09/07/2004