Mohsen Ghassemi

Orcid: 0000-0003-4049-7827

According to our database1, Mohsen Ghassemi authored at least 14 papers between 2015 and 2024.

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Bibliography

2024
Synthetic Data Applications in Finance.
CoRR, 2024

2023
Efficient Event Series Data Modeling via First-Order Constrained Optimization.
Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022
Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe.
CoRR, 2022

Differentially Private Learning of Hawkes Processes.
CoRR, 2022

Online Learning for Mixture of Multivariate Hawkes Processes.
Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

2021
A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms.
IEEE Trans. Signal Process., 2020

Understanding Privacy-Utility Tradeoffs in Differentially Private Online Active Learning.
J. Priv. Confidentiality, 2020

2019
Revisiting Sparse Channel Estimation in Massive MIMO-OFDM Systems.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Sample Complexity Bounds for Low-Separation-Rank Dictionary Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2019

2018
Global Optimality in Inductive Matrix Completion.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
STARK: Structured dictionary learning through rank-one tensor recovery.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Differentially Private Online Active Learning with Applications to Anomaly Detection.
Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security, 2016

2015
Distributed proportional stochastic coordinate descent with social sampling.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015


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