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03/30/2020
Kernel based analysis of massive data
Dealing with massive data is a challenging task for machine learning. An...
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01/31/2020
Theory inspired deep network for instantaneous-frequency extraction and signal components recovery from discrete blind-source data
This paper is concerned with the inverse problem of recovering the unkno...
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08/26/2019
Dimension independent bounds for general shallow networks
This paper proves an abstract theorem addressing in a unified manner two...
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06/06/2018