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CS4243 Computer Vision & Pattern Recognition

CS4243 Computer Vision & Pattern Recognition Schedule

Lu Wei's General Timetable

Lu Wei's Genral Timetable

Table of Contents for AI: A Modern Approach

Table of Contents for AI: A Modern Approach

Learning in Worlds with Objects

Learning in Worlds with Objects

Upcoming Conferences and Workshops - 2005

Upcoming Conferences and Workshops - 2006:

Google Blog

Google Blog

Main Page - GraphReadingWiki

Main Page - GraphReadingWiki: "21 Sep 2005 - Conditional Random Fields

Discussion Leaders: Wenyuan, Hendra

* Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data (http://www.cs.umass.edu/~mccallum/papers/crf-icml01.ps). John Lafferty, Andrew McCallum and Fernando Pereira. ICML-2001
* Maximum Entropy Markov Models for Information Extraction and Segmentation (http://www.cs.umass.edu/~mccallum/papers/memm-icml2000.ps). Andrew McCallum, Dayne Freitag and Fernando Pereira. ICML-2000.
* A Conditional Random Field for Discriminatively-trained Finite-state String Edit Distance (http://www.cs.umass.edu/~mccallum/papers/crfstredit-uai05.pdf). Andrew McCallum, Kedar Bellare and Fernando Pereira. Conference on Uncertainty in AI (UAI), 2005."

Main Page - GraphReadingWiki

Main Page - GraphReadingWiki: "7 Sep 2005 - Junction Tree and Variable Elimination

Discussion Leader: Wee Sun

* Jordan (Unpublished), chapter 3, section 4.1 and chapter 17."

Main Page - GraphReadingWiki

Main Page - GraphReadingWiki: "31 Aug 2005 - Markov Properties and Independence

Discussion Leader: Yee Whye

* Jordan (Unpublished), Chapters 2 and 16."

Main Page - GraphReadingWiki

Main Page - GraphReadingWiki: "Table of contents [showhide]
1 Schedule for Semester I, 2005

1.1 16 Nov 2005 - Factor Graphs
1.2 2 Nov 2005 - Topic Models
1.3 19 Oct 2005 - Monte Carlo and Variational Methods
1.4 5 Oct 2005 - Max margin Methods
1.5 21 Sep 2005 - Conditional Random Fields
1.6 7 Sep 2005 - Junction Tree and Variable Elimination
1.7 31 Aug 2005 - Markov Properties and Independence"