Mohsen Ghassemi | DeepAI

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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...

0 Renbo Zhao, et al. ∙

∙ 08/16/2022

Online Learning for Mixture of Multivariate Hawkes Processes

Online learning of Hawkes processes has received increasing attention in...

12 Mohsen Ghassemi, et al. ∙

∙ 07/27/2022

Differentially Private Learning of Hawkes Processes

Hawkes processes have recently gained increasing attention from the mach...

2 Mohsen Ghassemi, et al. ∙

∙ 05/31/2021

A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression

This paper considers the problem of matrix-variate logistic regression. ...

0 Batoul Taki, et al. ∙

∙ 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...

4 Mohsen Ghassemi, et al. ∙

∙ 11/13/2017

STARK: Structured Dictionary Learning Through Rank-one Tensor Recovery

In recent years, a class of dictionaries have been proposed for multidim...

0 Mohsen Ghassemi, et al. ∙

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