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Waheed U. Bajwa
Full Professor, Rutgers University-New Brunswick
Joined
July 2019
Names
Waheed U. Bajwa
(Preferred)
,
Waheed Bajwa
Emails
****@rutgers.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Full Professor
Rutgers University-New Brunswick
(rutgers.edu)
2022
–
Present
Visiting Fellow
Princeton University
(princeton.edu)
2021
–
2022
Associate Professor
Rutgers University-New Brunswick
(rutgers.edu)
2017
–
2022
Assistant Professor
Rutgers University-New Brunswick
(rutgers.edu)
2011
–
2017
Postdoc
Duke University
(duke.edu)
2010
–
2011
Postdoc
Princeton University
(princeton.edu)
2009
–
2010
PhD student
University of Wisconsin, Madison
(wisc.edu)
2003
–
2009
Advisors, Relations & Conflicts
Postdoc Advisor
Robert Calderbank
2009
–
2011
PhD Advisor
Robert Nowak
2003
–
2009
Expertise
Signal processing
Present
Machine learning
Present
High-dimensional statistics
Present
Networked systems
Present
Publications
Generalized geometric programming for rate allocation in consensus
Ryan Pilgrim
,
Junan Zhu
,
Dror Baron
,
Waheed U. Bajwa
14 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Structured Low-Rank Tensors for Generalized Linear Models
Batoul Ahmad Taki
,
Anand Sarwate
,
Waheed U. Bajwa
Accepted by TMLR
Readers:
Everyone
Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis
Haroon Raja
,
Waheed Bajwa
Accepted by TMLR
Readers:
Everyone
A Machine Learning-Driven Analysis of Phantom E911 Calls
Yang Hu
,
Batoul Taki
,
Waheed U. Bajwa
,
Manoop Talasila
,
Mukesh Mantan
,
Syed Anwar Aftab
2022 (modified: 04 Oct 2022)
WiseML@WiSec 2022
Readers:
Everyone
A linearly convergent algorithm for distributed principal component analysis
Arpita Gang
,
Waheed U. Bajwa
2022 (modified: 04 Oct 2022)
Signal Process. 2022
Readers:
Everyone
BRIDGE: Byzantine-Resilient Decentralized Gradient Descent
Cheng Fang
,
Zhixiong Yang
,
Waheed U. Bajwa
2022 (modified: 04 Oct 2022)
IEEE Trans. Signal Inf. Process. over Networks 2022
Readers:
Everyone
Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments
Shixiao Liang
,
Aaron Higuera
,
Christina Peters
,
Venkat Roy
,
Waheed U. Bajwa
,
Hagit Shatkay
,
Christopher D. Tunnell
2022 (modified: 04 Oct 2022)
Frontiers Artif. Intell. 2022
Readers:
Everyone
A hybrid model-based and learning-based approach for classification using limited number of training samples
Alireza Nooraiepour
,
Waheed U. Bajwa
,
Narayan B. Mandayam
2021 (modified: 04 Oct 2022)
CoRR 2021
Readers:
Everyone
A Linearly Convergent Algorithm for Distributed Principal Component Analysis
Arpita Gang
,
Waheed U. Bajwa
2021 (modified: 04 Oct 2022)
CoRR 2021
Readers:
Everyone
A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression
Batoul Taki
,
Mohsen Ghassemi
,
Anand D. Sarwate
,
Waheed U. Bajwa
2021 (modified: 04 Oct 2022)
CoRR 2021
Readers:
Everyone
View all 152 publications
Co-Authors
A. Robert Calderbank
Aaron Higuera
Abubakr O. Al-Abbasi
Adeel Abbas
Affan Ahmed
Ahmed S. Ibrahim
Ahtasham Anwar
Akbar M. Sayeed
Aleksandra Sarcevic
Ali H. Sayed
Alireza Nooraiepour
Anand D. Sarwate
Anand Sarwate
Andrew Harms
André L. F. de Almeida
Angelia Nedic
Anna Scaglione
Arpita Gang
Arslan Ahmed
Athina P. Petropulu
Batoul Ahmad Taki
Batoul Taki
Behnaam Aazhang
Bingqing Xiang
Cheng Fang
View all 89 co-authors