Workshops

Tutorial Workshop on Learning with Information Divergence Geometry

77
reads

April 24 - 25, 2010 
308 , Mathematics Research Center Building (ori. New Math. Bldg.)



Invited Speakers．Shinto Eguchi ( The Institute of Statistical Mathematics, Japan - ISM & Graduate University of Advanced Studies )
．Osamu Komori ( The Institute of Statistical Mathematics, Japan - ISM )
．Chen-Hsiang Yeang ( Institute of Statistical Science, Academia Sinica )
Sponsor．Taida Institute for Mathematical Sciences ( TIMS )
Program 
April 24
 
9:30 ~ 10:30Shinto Eguchi  Information divergence class and robust statistical methods I
10:30 ~ 11:00Tea Break
11:00 ~ 12:00Shinto Eguchi  Information divergence class and robust statistical methods II
12:00 ~ 13:30Lunch
13:30 ~ 14:30Shinto Eguchi  Information geometry on model uncertainty
14:30 ~ 15:00Tea Break
15:00 ~ 16:00Shinto Eguchi  Boosting leaning algorithm and U-loss functions I
16:20 ~ 17:20Chen-Hsiang Yeang  An information geometric perspective on active learning
17:30Dinner
April 25
9:30 ~ 10:30Shinto Eguchi &  Osamu Komori  Boosting leaning algorithm and U-loss functions II
10:30 ~ 11:00Tea Break
11:00 ~ 12:00Shinto Eguchi &  Osamu Komori  Pattern recognition from genome and omics data
Tutorial Workshop on Learning with Information Divergence Geometry