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Oral
Thu Jul 12th 02:30 -- 02:50 PM @ A6
Dimensionality-Driven Learning with Noisy Labels
Xingjun Ma · Yisen Wang · Michael E. Houle · Shuo Zhou · Sarah Erfani · Shutao Xia · Sudanthi Wijewickrema · James Bailey
Oral
Thu Jul 12th 02:50 -- 03:00 PM @ A6
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels
Lu Jiang · Zhengyuan Zhou · Thomas Leung · Li-Jia Li · Li Fei-Fei
Oral
Thu Jul 12th 03:00 -- 03:10 PM @ A6
Learning to Reweight Examples for Robust Deep Learning
Mengye Ren · Wenyuan Zeng · Bin Yang · Raquel Urtasun
Oral
Thu Jul 12th 03:10 -- 03:20 PM @ A6
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks
Daphna Weinshall · Gad A Cohen · Dan Amir
Oral
Thu Jul 12th 03:20 -- 03:30 PM @ A6
Improving Regression Performance with Distributional Losses
Ehsan Imani · Martha White