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Talk
Mon Aug 07 08:30 PM -- 08:48 PM (PDT) @ C4.5
A Simple Multi-Class Boosting Framework with Theoretical Guarantees and Empirical Proficiency
In Ensemble methods
Ron Appel · Pietro Perona
[ PDF]  [ Video]  [ ss Summary/Notes] 
Talk
Mon Aug 07 08:48 PM -- 09:06 PM (PDT) @ C4.5
Gradient Boosted Decision Trees for High Dimensional Sparse Output
In Ensemble methods
Si Si · Huan Zhang · Sathiya Keerthi · Dhruv Mahajan · Inderjit Dhillon · Cho-Jui Hsieh
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 09:06 PM -- 09:24 PM (PDT) @ C4.5
Globally Induced Forest: A Prepruning Compression Scheme
In Ensemble methods
Jean-Michel Begon · Arnaud Joly · Pierre Geurts
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 09:24 PM -- 09:42 PM (PDT) @ C4.5
Forest-type Regression with General Losses and Robust Forest
In Ensemble methods
Hanbo Li · Andrew Martin
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 09:42 PM -- 10:00 PM (PDT) @ C4.5
Confident Multiple Choice Learning
In Ensemble methods
Kimin Lee · Changho Hwang · KyoungSoo Park · Jinwoo Shin
[ PDF]  [ ss Summary/Notes]  [ Video]