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Poster
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Mon 9:00
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Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms
Arda Sahiner · Tolga Ergen · John M Pauly · Mert Pilanci
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Poster
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Wed 1:00
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On Data-Augmentation and Consistency-Based Semi-Supervised Learning
Atin Ghosh · alexandre thiery
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Poster
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Tue 17:00
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Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning
Wonyong Jeong · Jaehong Yoon · Eunho Yang · Sung Ju Hwang
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Spotlight
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Mon 12:05
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Generalization bounds via distillation
Daniel Hsu · Ziwei Ji · Matus Telgarsky · Lan Wang
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Poster
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Tue 17:00
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Understanding the role of importance weighting for deep learning
Da Xu · Yuting Ye · Chuanwei Ruan
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Spotlight
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Wed 20:20
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Understanding the role of importance weighting for deep learning
Da Xu · Yuting Ye · Chuanwei Ruan
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Poster
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Thu 17:00
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Generalization bounds via distillation
Daniel Hsu · Ziwei Ji · Matus Telgarsky · Lan Wang
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Workshop
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Fri 11:32
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Leveraging Unlabelled Data through Semi-supervised Learning to Improve the Performance of a Marine Mammal Classification System
Mark Thomas
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Poster
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Mon 17:00
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Variational Intrinsic Control Revisited
Taehwan Kwon
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Poster
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Thu 9:00
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Implicit Gradient Regularization
David Barrett · Benoit Dherin
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Poster
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Wed 1:00
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Learning from Demonstration with Weakly Supervised Disentanglement
Yordan Hristov · Subramanian Ramamoorthy
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Poster
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Thu 17:00
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Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data
Colin Wei · Kendrick Shen · Yining Chen · Tengyu Ma
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