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10/05/2022
Factor Augmented Sparse Throughput Deep ReLU Neural Networks for High Dimensional Regression
This paper introduces a Factor Augmented Sparse Throughput (FAST) model ...
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03/20/2022
How do noise tails impact on deep ReLU networks?
This paper investigates the stability of deep ReLU neural networks for n...
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09/30/2019
Cross Domain Imitation Learning
We study the question of how to imitate tasks across domains with discre...
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10/29/2018
Language Modeling with Sparse Product of Sememe Experts
Most language modeling methods rely on large-scale data to statistically...
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09/18/2017