Waheed U. Bajwa - Publications, H-index & Citations

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Waheed U. Bajwa

Rutgers University New Brunswick

25H-index

183Paper Count

5.2KCitation Count

Published Papers 28

Publication Date

Accelerated Gradient Methods for Nonconvex Optimization: Escape Trajectories From Strict Saddle Points and Convergence to Local Minima

Foundations of Computational Mathematics

IF2.7

2026-04-01

PREAI

Dixit, Rishabh; Gurbuzbalaban, Mert; Bajwa, Waheed U.

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

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2023-08-01

OAAI

Nooraiepour, Alireza; Vosoughitabar, Shaghayegh; Wu, Chung-Tse Michael; Bajwa, Waheed U.; Mandayam, Narayan B.

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A Guide to Computational Reproducibility in Signal Processing and Machine Learning

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2023-03-01

PREAI

Shenouda, Joseph; Bajwa, Waheed U.

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

OPTICS LETTERS

IF3.3

2023-02-16

OAAI

Dumas, John P.; Lodhi, Muhammad A.; Bajwa, Waheed U.; Pierce, Mark C.

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Real-Time In-Network Image Compression via Distributed Dictionary Learning

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2023-01-01

OAAI

Pandey, Parul; Rahmati, Mehdi; Bajwa, Waheed U.; Pompili, Dario

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Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2022-06-09

OAAI

Liang, Shixiao; Higuera, Aaron; Peters, Christina; Roy, Venkat; Bajwa, Waheed U.; Shatkay, Hagit; Tunnell, Christopher D.

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A linearly convergent algorithm for distributed principal component analysis

SIGNAL PROCESSING

IF3.6

2022-04-01

OAAI

Gang, Arpita; Bajwa, Waheed U.

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BRIDGE: Byzantine-Resilient Decentralized Gradient Descent

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2022-01-01

OAAI

Fang, Cheng; Yang, Zhixiong; Bajwa, Waheed U.

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Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT

IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING

IF7

2021-03-01

OAAI

Nooraiepour, Alireza; Bajwa, Waheed U.; Mandayam, Narayan B.

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Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2021-01-01

OAAI

Gang, Arpita; Xiang, Bingqing; Bajwa, Waheed U.

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Optimization for Data-Driven Learning and Control

PROCEEDINGS OF THE IEEE

IF25.9

2020-11-01

OAAI

Khan, Usman A.; Bajwa, Waheed U.; Nedic, Angelia; Rabbat, Michael G.; Sayed, Ali H.

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Scaling-Up Distributed Processing of Data Streams for Machine Learning

PROCEEDINGS OF THE IEEE

IF25.9

2020-11-01

OAAI

Nokleby, Matthew; Raja, Haroon; Bajwa, Waheed U.

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Machine Learning From Distributed, Streaming Data [From the Guest Editors]

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-05-01

OAAI

Bajwa, Waheed U.; Cevher, Volkan; Papailiopoulos, Dimitris; Scaglione, Anna

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Adversary-Resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-05-01

OAAI

Yang, Zhixiong; Gang, Arpita; Bajwa, Waheed U.

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ByRDiE: Byzantine-Resilient Distributed Coordinate Descent for Decentralized Learning

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2019-12-01

OAAI

Yang, Zhixiong; Bajwa, Waheed U.

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Computational endoscopy-a framework for improving spatial resolution in fiber bundle imaging

OPTICS LETTERS

IF3.3

2019-08-07

OAAI

Dumas, John P.; Lodhi, Muhammad A.; Taki, Batoul A.; Bajwa, Waheed U.; Pierce, Mark C.

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ExSIS: Extended sure independence screening for ultrahigh-dimensional linear models

SIGNAL PROCESSING

IF3.6

2019-06-01

OAAI

Ahmed, Talal; Bajwa, Waheed U.

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Stochastic Optimization From Distributed Streaming Data in Rate-Limited Networks

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2019-03-01

OAAI

Nokleby, Matthew; Bajwa, Waheed U.

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Identifiability of Kronecker-Structured Dictionaries for Tensor Data

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2018-10-01

OAAI

Shakeri, Zahra; Sarwate, Anand D.; Bajwa, Waheed U.

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A Low Tensor-Rank Representation Approach for Clustering of Imaging Data

ieee signal processing magazine

IF3.9

2018-08-01

OAAI

Wu, Tong; Bajwa, Waheed U.

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Research Directions