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04/13/2023
Improved Naive Bayes with Mislabeled Data
Labeling mistakes are frequently encountered in real-world applications....
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03/05/2022
Wasserstein Distance-based Spectral Clustering with Application to Transaction Data
With the rapid development of online payment platforms, it is now possib...
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10/19/2021
Subsampling Spectral Clustering for Large-Scale Social Networks
Online social network platforms such as Twitter and Sina Weibo have been...
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10/03/2021
A Sequential Addressing Subsampling Method for Massive Data Analysis under Memory Constraint
The emergence of massive data in recent years brings challenges to autom...
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04/07/2020
Automatic, Dynamic, and Nearly Optimal Learning Rate Specification by Local Quadratic Approximation
In deep learning tasks, the learning rate determines the update step siz...
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04/06/2020