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Selective Regression Under Fairness Criteria

Oct 28, 2021
Abhin Shah, Yuheng Bu, Joshua Ka-Wing Lee, Subhro Das, Rameswar Panda, Prasanna Sattigeri, Gregory W. Wornell

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Heterogeneous Graph Neural Network with Multi-view Representation Learning

Aug 31, 2021
Zezhi Shao, Yongjun Xu, Wei Wei, Fei Wang, Zhao Zhang, Feida Zhu

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Bayesian Sequential Optimal Experimental Design for Nonlinear Models Using Policy Gradient Reinforcement Learning

Oct 28, 2021
Wanggang Shen, Xun Huan

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Joint Inductive and Transductive Learning for Video Object Segmentation

Aug 08, 2021
Yunyao Mao, Ning Wang, Wengang Zhou, Houqiang Li

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MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution

Oct 28, 2021
Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan

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On the Fairness of Machine-Assisted Human Decisions

Oct 28, 2021
Talia Gillis, Bryce McLaughlin, Jann Spiess

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Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention

Nov 03, 2021
Sia Huat Tan, Runpei Dong, Kaisheng Ma

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A Few More Examples May Be Worth Billions of Parameters

Oct 08, 2021
Yuval Kirstain, Patrick Lewis, Sebastian Riedel, Omer Levy

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DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer

Oct 12, 2021
Haozhe Ji, Minlie Huang

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ProTo: Program-Guided Transformer for Program-Guided Tasks

Oct 16, 2021
Zelin Zhao, Karan Samel, Binghong Chen, Le Song

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