Seminar on Probabilistic Graphical Models

 

 

Date

Topic

Announcer

PPT

2000/07/20

Query Expansion in Information Retrieval Systems using a Bayesian Network-Based Thesaurus, UAI-98

H.-J. Shin

 pgm01.ppt

2000/07/26

Gaussian Process Networks, UAI-2K

K.-B. Hwang

 gpn.ppt

2000/07/26

Learning Bayesian Networks with Local Structure, Learning in Graphical Models

J.-S. Yang

 Bnl.ppt

2000/08/09

 Hierarchical Bayesian-Kalman Models for Regularization and ARD in Sequential Learning

J.-M. O

 ojm1.ppt

2000/08/09

 Conversation as Action Under Uncertainty, UAI-2K

S.-D. Kim

 UNCER.ppt

2000/08/16

 Generailized Model Selection for Unsupervised Learning in High Dimensions, NIPS-99

H.-J. Shin

 

2000/08/16

 Dependency Networks for Density Estimation, Collaborative Filtering, and Data Visualization, UAI-2K

K.-B. Hwang

 dependency.ppt

2000/08/23

 Adaptive Importance Sampling for Estimation in Structured Domains, UAI-2K

J.-S. Yang

 isampling.ppt

2000/08/23

 Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks, UAI-2K

S.-Y. Ha

 RBPF.ppt