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12/12/2022
Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe
Hawkes processes have recently risen to the forefront of tools when it c...
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08/16/2022
Online Learning for Mixture of Multivariate Hawkes Processes
Online learning of Hawkes processes has received increasing attention in...
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07/27/2022
Differentially Private Learning of Hawkes Processes
Hawkes processes have recently gained increasing attention from the mach...
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05/31/2021
A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression
This paper considers the problem of matrix-variate logistic regression. ...
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03/22/2019
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms
This work addresses the problem of learning sparse representations of te...
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11/13/2017