NLP/AI Latent Variable Model Seminar

Participants : J.W. Lee, J.H. Chang, J.M. Oh

Date

Title

Author(s)

Speaker

PPT

 

"Latent Class Models for Collaborative Filtering", IJCAI'99, 1999 Thomas Hofmann, Jan Puzicha

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"Unsupervised Learning by Convex and Conic Coding", NIPS'1997 1997 D. D. Lee, H. S. Seung

ÀåÁ¤È£

PPT

 

"Generalized Model Selection for Unsupervised Learning", NIPS'1999, 1999 Shivakumar Vaithyananthan, Byron Dom

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PPT

 

, "Independent Factor Analysis", Neural Computation 11, pp. 803-851,1999 Hagai Attias

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PPT 

2000/2/15

, "Bayesian Model Selection for Support Vector Machines", NIPS'1999, 1999 Matthias Seeger

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2000/2/22

"Dimension Reduction by Local Principal Component Analysis", Neural Computation 9, 1997 Nandakishore Kambhatla, Todd K. Leen

ÀåÁ¤È£

2000/2/28

"Agglomerative Information Bottleneck", NIPS'2000, 2000 Noam Slonim, Naftali Tishby

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, "Probabilistic Methods for Support Vector Machines", NIPS'1999, 1999 Peter Sollich

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"Learning with mixtures of trees", Journal of Machine Learning Research vol 1, 2001 Marina Meila, Michael I. Jordan

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"Classification with multiple latent models using maximum entropy discrimination", ICML2000, 2000 Westek M.J.D, Wiegerinck W.A.J.J

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The date and time: Thursday, 16:00
The location: 301-412


This page is maintained by Jeong-Ho Chang
Last Update: February 6, 2001