Batoul Taki

According to our database, Batoul Taki authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Low Separation Rank Ridge Regression for Matrix Covariates with Applications in Neuroimaging.

Lakshitha Ramanayake, Batoul Taki, Linden Parkes, Carrisa Cocuzza, Avram Holmes, David H. Zald, Waheed U. Bajwa

Proceedings of the 59th Asilomar Conference on Signals, 2025

2024

Federated Learning of Tensor Generalized Linear Models with low Separation Rank.

Jose Hoyos Sanchez, Batoul Taki, Waheed U. Bajwa, Anand D. Sarwate

Proceedings of the IEEE International Conference on Acoustics, 2024

Low Separation Rank in Tensor Generalized Linear Models: An Asymptotic Analysis.

Batoul Taki, Anand D. Sarwate, Waheed U. Bajwa

Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024

2023

Structured Low-Rank Tensors for Generalized Linear Models.

Batoul Taki, Anand D. Sarwate, Waheed U. Bajwa

Trans. Mach. Learn. Res., 2023

2022

A Machine Learning-Driven Analysis of Phantom E911 Calls.

Yang Hu, Batoul Taki, Waheed U. Bajwa, Manoop Talasila, Mukesh Mantan, Syed Anwar Aftab

Proceedings of the WiseML@WiSec 2022: Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning, 2022

2021

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

Batoul Taki, Mohsen Ghassemi, Anand D. Sarwate, Waheed U. Bajwa

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2019

Revisiting Sparse Channel Estimation in Massive MIMO-OFDM Systems.

Zahra Shakeri, Batoul Taki, André L. F. de Almeida, Mohsen Ghassemi, Waheed U. Bajwa

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019