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11/30/2022
Subsampling for tensor least squares: Optimization and statistical perspectives
In this paper, we investigate the random subsampling method for tensor l...
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10/17/2022
Defects of Convolutional Decoder Networks in Frequency Representation
In this paper, we prove representation bottlenecks of a cascaded convolu...
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10/15/2022
On sketch-and-project methods for solving tensor equations
We first propose the regular sketch-and-project method for solving tenso...
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09/13/2022
Greedy randomized sampling nonlinear Kaczmarz methods
The nonlinear Kaczmarz method was recently proposed to solve the system ...
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05/30/2022
Batch Normalization Is Blind to the First and Second Derivatives of the Loss
In this paper, we prove the effects of the BN operation on the back-prop...
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01/03/2022