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Poster
Tue 18:30 Online multiclass boosting
Young H Jung · Jack Goetz · Ambuj Tewari
Poster
Tue 18:30 Label Distribution Learning Forests
Wei Shen · KAI ZHAO · Yilu Guo · Alan Yuille
Poster
Wed 18:30 Early stopping for kernel boosting algorithms: A general analysis with localized complexities
Yuting Wei · Fanny Yang · Martin Wainwright
Poster
Tue 18:30 Universal consistency and minimax rates for online Mondrian Forests
Jaouad Mourtada · Stéphane Gaïffas · Erwan Scornet
Poster
Mon 18:30 Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach
Emmanouil Platanios · Hoifung Poon · Tom M Mitchell · Eric Horvitz
Poster
Wed 18:30 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan · Alexander Pritzel · Charles Blundell
Poster
Mon 18:30 LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke · Qi Meng · Thomas Finley · Taifeng Wang · Wei Chen · Weidong Ma · Qiwei Ye · Tie-Yan Liu
Poster
Mon 18:30 Cost efficient gradient boosting
Sven Peter · Ferran Diego · Fred Hamprecht · Boaz Nadler