Publications

2023

Vuckovic, Katarina; Mashhadi, Mahdi Boloursaz; Hejazi, Farzam; Rahnavard, Nazanin; Alkhateeb, Ahmed

PARAMOUNT: Towards generalizable deeP leARning for mmwAve beaM selectiOn using sUb-6GHz chaNnel measuremenTs Journal Article

In: IEEE Transaction on Wireless Communications, 2023.

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2021

Vukovich, Katarina; Hejazi, Farzam; Rahnavard, Nazanin

MAP-CSI: Single-site Map-Assisted Localization Using Massive MIMO CSI Conference

IEEE Global Communications Conference (GLOBECOM), 2021.

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2020

Joneidi, Mohsen; Vahidian, Saeed; Esmaeili, Ashkan; Wang, Wijia; Rahnavard, Nazanin; Lin, Bill; Shah, Mubarak

Select to Better Learn: Fast and Accurate Deep Learning using Data Selection from Nonlinear Manifolds Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR '20) 2020.

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Zaeemzadeh, Alireza; Rahnavard, Nazanin; Shah, Mubarak

Norm-Preservation: Why Residual Networks Can Become Extremely Deep? Journal Article

In: IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 2020.

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Joneidi, Mohsen; Alkhouri, Ismail; Hejazikookamari, Farzam; Rahnavard, Nazanin

Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks Conference

IEEE 2020 International RADAR Conference 2020.

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Hejazikookamari, Farzam; Joneidi, Mohsen; Rahnavard, Nazanin

A Tensor-based Localization Framework Exploiting Phase Interferometry Measurements Conference

IEEE 2020 International RADAR Conference 2020.

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2019

Taheri Sadr, Mojtaba; Joneidi, Mohsen; Rahnavard, Nazanin

EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks Conference

IEEE 29th International Workshop on Machine learning for Signal Processing (MLSP), 2019.

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Karim, Md Nazmul; Zaeemzadeh, Alireza; Rahnavard, Nazanin

RL-NCS: Learning Based Data-driven Approach for Online Non-uniform Compressive Sensing Conference

IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), PA, 2019.

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Haddock, J.; Needell, D.; Zaeemzadeh, Alireza; Rahnavard, N

Convergence of Iterative Hard Thresholding Variants with Application to Asynchronous Parallel Methods for Sparse Recovery Conference

53rd Asilomar Conference on Signals, Systems, and Computers, 2019.

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Atallah, Elie; Enyioha, Chinwendu; Rahnavard, Nazanin

Distributed Asynchronous Random Projection Algorithm (DARPA) with Arbitrary Uniformly Bounded Delay Conference

57th Annual Allerton Conference on Communication, Control, and Computing, 2019.

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Joneidi, Mohsen; Yazdani, Hassan; Vosoughi, Azadeh; Rahnavard, Nazanin

Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas Conference

Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas, 2019, ISBN: 978-1-7281-1207-7.

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Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin; Shah, Mubarak

Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR '19), Long Beach, CA, 2019.

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2018

Zaeemzadeh, Alireza; Haddock, Jamie; Rahnavard, Nazanin; Needell, Deanna

A Bayesian Approach for Asynchronous Parallel Sparse Recovery Conference

Asilomar Conference on Signals, Systems, and Computers, 2018.

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Joneidi, Mohsen; Zaeemzadeh, Alireza; Shahrasbi, Behzad; Qi, Guojun; Rahnavard, Nazanin

E-optimal Sensor Selection for Compressive Sensing-based Purposes Journal Article

In: IEEE Transactions on Big Data , 2018.

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