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Talk
Tue Aug 8th 01:30 -- 01:48 PM @ C4.5
A Simple Multi-Class Boosting Framework with Theoretical Guarantees and Empirical Proficiency
Ron Appel · Pietro Perona
Talk
Tue Aug 8th 01:48 -- 02:06 PM @ C4.5
Gradient Boosted Decision Trees for High Dimensional Sparse Output
Si Si · Huan Zhang · Sathiya Keerthi · Dhruv Mahajan · Inderjit Dhillon · Cho-Jui Hsieh
Talk
Tue Aug 8th 02:06 -- 02:24 PM @ C4.5
Globally Induced Forest: A Prepruning Compression Scheme
Jean-Michel Begon · Arnaud Joly · Pierre Geurts
Talk
Tue Aug 8th 02:24 -- 02:42 PM @ C4.5
Forest-type Regression with General Losses and Robust Forest
Hanbo Li · Andrew Martin
Talk
Tue Aug 8th 02:42 -- 03:00 PM @ C4.5
Confident Multiple Choice Learning
Kimin Lee · Changho Hwang · KyoungSoo Park · Jinwoo Shin