Waheed U. Bajwa

Waheed U. Bajwa

Rutgers, The State University of New Jersey

H-index: 30

North America-United States

About Waheed U. Bajwa

Waheed U. Bajwa, With an exceptional h-index of 30 and a recent h-index of 21 (since 2020), a distinguished researcher at Rutgers, The State University of New Jersey, specializes in the field of Statistical signal processing, high-dimensional statistics, machine learning, inverse problems, networked systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mitigating Data Injection Attacks on Federated Learning

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

Federated Learning of Tensor Generalized Linear Models with low Separation Rank

Accelerated gradient methods for nonconvex optimization: Escape trajectories from strict saddle points and convergence to local minima

A Guide to Computational Reproducibility in Signal Processing and Machine Learning [Tips & Tricks]

Directional Modulation Retrodirective Array-Enabled Physical Layer Secured Transponder for Protected Wireless Data Acquisition

A Bayesian spatiotemporal approach to modelling arboviral diseases in Mexico

Exit time analysis for approximations of gradient descent trajectories around saddle points

Waheed U. Bajwa Information

University

Position

Associate Professor of Electrical & Computer Engineering and Statistics

Citations(all)

6648

Citations(since 2020)

2221

Cited By

5437

hIndex(all)

30

hIndex(since 2020)

21

i10Index(all)

67

i10Index(since 2020)

48

Email

University Profile Page

Rutgers, The State University of New Jersey

Google Scholar

View Google Scholar Profile

Waheed U. Bajwa Skills & Research Interests

Statistical signal processing

high-dimensional statistics

machine learning

inverse problems

networked systems

Top articles of Waheed U. Bajwa

Title

Journal

Author(s)

Publication Date

Mitigating Data Injection Attacks on Federated Learning

Or Shalom

Amir Leshem

Waheed U Bajwa

2024/4/14

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

Batoul Taki

Anand D Sarwate

Waheed U Bajwa

2024/3/13

Federated Learning of Tensor Generalized Linear Models with low Separation Rank

Jose Hoyos Sanchez

Batoul Taki

Waheed U Bajwa

Anand D Sarwate

2024/4/14

Accelerated gradient methods for nonconvex optimization: Escape trajectories from strict saddle points and convergence to local minima

arXiv preprint arXiv:2307.07030

Rishabh Dixit

Mert Gurbuzbalaban

Waheed U Bajwa

2023/7/13

A Guide to Computational Reproducibility in Signal Processing and Machine Learning [Tips & Tricks]

IEEE Signal Processing Magazine

Joseph Shenouda

Waheed U Bajwa

2023/2/27

Directional Modulation Retrodirective Array-Enabled Physical Layer Secured Transponder for Protected Wireless Data Acquisition

Shaghayegh Vosoughitabar

Alireza Nooraiepour

Waheed U Bajwa

Narayan B Mandayam

Chung-Tse Michael Wu

2023/6/11

A Bayesian spatiotemporal approach to modelling arboviral diseases in Mexico

Transactions of The Royal Society of Tropical Medicine and Hygiene

Moeen Hamid Bukhari

Muhammad Yousaf Shad

Uyen-Sa DT Nguyen

Jesús A Treviño C

Woojin Jung

...

2023/12

Exit time analysis for approximations of gradient descent trajectories around saddle points

Information and Inference: A Journal of the IMA

Rishabh Dixit

Mert Gürbüzbalaban

Waheed U Bajwa

2023/6

Programming Wireless Security Through Learning‐Aided Spatiotemporal Digital Coding Metamaterial Antenna

Advanced Intelligent Systems

Alireza Nooraiepour

Shaghayegh Vosoughitabar

Chung-Tse Michael Wu

Waheed U Bajwa

Narayan B Mandayam

2023/10

C-DIEGO: An Algorithm with Near-Optimal Sample Complexity for Distributed, Streaming PCA

Muhammad Zulqarnain

Arpita Gang

Waheed U Bajwa

2023/3/22

Structured Low-Rank Tensors for Generalized Linear Models

arXiv preprint arXiv:2308.02922

Batoul Taki

Anand D Sarwate

Waheed U Bajwa

2023/8/5

Computational imaging with spectral coding increases the spatial resolution of fiber optic bundles

Optics Letters

John P Dumas

Muhammad A Lodhi

Waheed U Bajwa

Mark C Pierce

2023/3/1

A hybrid model-based and learning-based approach for classification using limited number of training samples

IEEE Open Journal of Signal Processing

Alireza Nooraiepour

Waheed U Bajwa

Narayan B Mandayam

2021/12/14

Metamaterial-Enabled 2D Directional Modulation Array Transmitter for Physical Layer Security in Wireless Communication Links

Shaghayegh Vosoughitabar

Alireza Nooraiepour

Waheed U Bajwa

Narayan Mandayam

Chung-Tse Michael Wu

2022/6/19

FAST-PCA: A fast and exact algorithm for distributed principal component analysis

IEEE Transactions on Signal Processing

Arpita Gang

Waheed U Bajwa

2022

Domain-informed neural networks for interaction localization within astroparticle experiments

Frontiers in Artificial Intelligence

Shixiao Liang

Aaron Higuera

Christina Peters

Venkat Roy

Waheed U Bajwa

...

2022/6/9

Time-varying metamaterial-enabled directional modulation schemes for physical layer security in wireless communication links

ACM Journal on Emerging Technologies in Computing Systems (JETC)

Alireza Nooraiepour

Shaghayegh Vosoughitabar

Chung-Tse Michael Wu

Waheed U Bajwa

Narayan B Mandayam

2022/10/13

A Method for Quantifying Position Reconstruction Uncertainty in Astroparticle Physics using Bayesian Networks

arXiv preprint arXiv:2205.10305

Christina Peters

Aaron Higuera

Shixiao Liang

Venkat Roy

Waheed U Bajwa

...

2022/5/20

Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm

IEEE Transactions on Information Theory

Rishabh Dixit

Mert Gürbüzbalaban

Waheed U Bajwa

2022/10/10

A Machine Learning-Driven Analysis of Phantom E911 Calls

Yang Hu

Batoul Taki

Waheed U Bajwa

Manoop Talasila

Mukesh Mantan

...

2022/5/19

See List of Professors in Waheed U. Bajwa University(Rutgers, The State University of New Jersey)

Co-Authors

H-index: 109
Yonina Eldar

Yonina Eldar

Weizmann Institute of Science

H-index: 90
Robert D Nowak

Robert D Nowak

University of Wisconsin-Madison

H-index: 80
R. Calderbank

R. Calderbank

Duke University

H-index: 70
Stephen Wright

Stephen Wright

University of Wisconsin-Madison

H-index: 68
Roy Yates

Roy Yates

Rutgers, The State University of New Jersey

H-index: 50
Marco F. Duarte

Marco F. Duarte

University of Massachusetts Amherst

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