Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDWaheed U. Bajwa
Waheed Uz Zaman Bajwa
Person information
- affiliation: Rutgers University, WINLAB, North Brunswick, NJ, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
Journal Articles
- 2023
[j45]Alireza Nooraiepour, Shaghayegh Vosoughitabar, Chung-Tse Michael Wu
, Waheed U. Bajwa, Narayan B. Mandayam:
Programming Wireless Security Through Learning-Aided Spatiotemporal Digital Coding Metamaterial Antenna. Adv. Intell. Syst. 5(10) (2023)- [j44]Joseph Shenouda, Waheed U. Bajwa:
A Guide to Computational Reproducibility in Signal Processing and Machine Learning [Tips & Tricks]. IEEE Signal Process. Mag. 40(2): 141-151 (2023) - [j43]Rishabh Dixit, Mert Gürbüzbalaban, Waheed U. Bajwa:
Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm. IEEE Trans. Inf. Theory 69(4): 2556-2602 (2023) - [j42]Parul Pandey, Mehdi Rahmati, Waheed U. Bajwa, Dario Pompili:
Real-Time In-Network Image Compression via Distributed Dictionary Learning. IEEE Trans. Mob. Comput. 22(1): 472-486 (2023) - 2022
- [j41]Shixiao Liang, Aaron Higuera, Christina Peters, Venkat Roy, Waheed U. Bajwa, Hagit Shatkay, Christopher D. Tunnell:
Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments. Frontiers Artif. Intell. 5: 832909 (2022) - [j40]Alireza Nooraiepour, Shaghayegh Vosoughitabar, Chung-Tse Michael Wu, Waheed U. Bajwa, Narayan B. Mandayam:
Time-varying Metamaterial-enabled Directional Modulation Schemes for Physical Layer Security in Wireless Communication Links. ACM J. Emerg. Technol. Comput. Syst. 18(4): 64:1-64:20 (2022) - [j39]Arpita Gang, Waheed U. Bajwa:
A linearly convergent algorithm for distributed principal component analysis. Signal Process. 193: 108408 (2022) - [j38]Haroon Raja, Waheed U. Bajwa:
Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. Trans. Mach. Learn. Res. 2022 (2022) - [j37]Cheng Fang, Zhixiong Yang, Waheed U. Bajwa:
BRIDGE: Byzantine-Resilient Decentralized Gradient Descent. IEEE Trans. Signal Inf. Process. over Networks 8: 610-626 (2022) - [j36]Arpita Gang, Waheed U. Bajwa:
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis. IEEE Trans. Signal Process. 70: 6080-6095 (2022) - 2021
- [j35]Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam:
Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT. IEEE Trans. Cogn. Commun. Netw. 7(1): 239-254 (2021) - [j34]Arpita Gang, Bingqing Xiang, Waheed U. Bajwa:
Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation. IEEE Trans. Signal Inf. Process. over Networks 7: 699-715 (2021) - 2020
- [j33]Usman A. Khan, Waheed U. Bajwa, Angelia Nedic, Michael G. Rabbat, Ali H. Sayed:
Optimization for Data-Driven Learning and Control. Proc. IEEE 108(11): 1863-1868 (2020) - [j32]Matthew S. Nokleby, Haroon Raja, Waheed U. Bajwa:
Scaling-Up Distributed Processing of Data Streams for Machine Learning. Proc. IEEE 108(11): 1984-2012 (2020) - [j31]Talal Ahmed, Haroon Raja, Waheed U. Bajwa:
Tensor Regression Using Low-Rank and Sparse Tucker Decompositions. SIAM J. Math. Data Sci. 2(4): 944-966 (2020) - [j30]Waheed U. Bajwa, Volkan Cevher, Dimitris S. Papailiopoulos, Anna Scaglione:
Machine Learning From Distributed, Streaming Data [From the Guest Editors]. IEEE Signal Process. Mag. 37(3): 11-13 (2020) - [j29]Zhixiong Yang, Arpita Gang, Waheed U. Bajwa:
Adversary-Resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model. IEEE Signal Process. Mag. 37(3): 146-159 (2020) - [j28]Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms. IEEE Trans. Signal Process. 68: 33-48 (2020) - 2019
- [j27]Talal Ahmed, Waheed U. Bajwa:
ExSIS: Extended sure independence screening for ultrahigh-dimensional linear models. Signal Process. 159: 33-48 (2019) - [j26]Matthew S. Nokleby, Waheed U. Bajwa:
Stochastic Optimization From Distributed Streaming Data in Rate-Limited Networks. IEEE Trans. Signal Inf. Process. over Networks 5(1): 152-167 (2019) - [j25]Zhixiong Yang, Waheed U. Bajwa:
ByRDiE: Byzantine-Resilient Distributed Coordinate Descent for Decentralized Learning. IEEE Trans. Signal Inf. Process. over Networks 5(4): 611-627 (2019) - 2018
- [j24]Mahmoud Elgenedy, Mohamed Mokhtar, Ridha Hamila, Waheed U. Bajwa, Ahmed S. Ibrahim, Naofal Al-Dhahir:
Sparsity-Based Joint NBI and Impulse Noise Mitigation in Hybrid PLC-Wireless Transmissions. IEEE Access 6: 30280-30295 (2018) - [j23]Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
Identifiability of Kronecker-Structured Dictionaries for Tensor Data. IEEE J. Sel. Top. Signal Process. 12(5): 1047-1062 (2018) - [j22]Tong Wu, Waheed U. Bajwa:
A Low Tensor-Rank Representation Approach for Clustering of Imaging Data. IEEE Signal Process. Lett. 25(8): 1196-1200 (2018) - [j21]Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate:
Minimax Lower Bounds on Dictionary Learning for Tensor Data. IEEE Trans. Inf. Theory 64(4): 2706-2726 (2018) - [j20]Muhammad Asad Lodhi, Waheed U. Bajwa:
Detection Theory for Union of Subspaces. IEEE Trans. Signal Process. 66(24): 6347-6362 (2018) - 2017
- [j19]Waheed U. Bajwa:
On "Flipping" a Large Signal Processing Class [SP Education]. IEEE Signal Process. Mag. 34(4): 158-170 (2017) - [j18]Abubakr O. Al-Abbasi, Ridha Hamila, Waheed U. Bajwa, Naofal Al-Dhahir:
Design and Analysis of Sparsifying Dictionaries for FIR MIMO Equalizers. IEEE Trans. Wirel. Commun. 16(4): 2576-2586 (2017) - 2016
- [j17]Siddika Parlak, Ivan Marsic, Aleksandra Sarcevic, Waheed U. Bajwa, Lauren J. Waterhouse, Randall S. Burd:
Passive RFID for Object and Use Detection during Trauma Resuscitation. IEEE Trans. Mob. Comput. 15(4): 924-937 (2016) - [j16]Haroon Raja, Waheed U. Bajwa:
Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data. IEEE Trans. Signal Process. 64(1): 173-188 (2016) - 2015
- [j15]Shunqiao Sun, Waheed U. Bajwa, Athina P. Petropulu:
MIMO-MC radar: A MIMO radar approach based on matrix completion. IEEE Trans. Aerosp. Electron. Syst. 51(3): 1839-1852 (2015) - [j14]Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Conditioning of Random Block Subdictionaries With Applications to Block-Sparse Recovery and Regression. IEEE Trans. Inf. Theory 61(7): 4060-4079 (2015) - [j13]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Identification of Linear Time-Varying Systems Through Waveform Diversity. IEEE Trans. Signal Process. 63(8): 2070-2084 (2015) - [j12]Tong Wu, Waheed U. Bajwa:
Learning the Nonlinear Geometry of High-Dimensional Data: Models and Algorithms. IEEE Trans. Signal Process. 63(23): 6229-6244 (2015) - 2013
- [j11]Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang:
Toward Resource-Optimal Consensus Over the Wireless Medium. IEEE J. Sel. Top. Signal Process. 7(2): 284-295 (2013) - [j10]Kalyani Krishnamurthy, Waheed U. Bajwa, Rebecca Willett:
Level Set Estimation from Projection Measurements: Performance Guarantees and Fast Computation. SIAM J. Imaging Sci. 6(4): 2047-2074 (2013) - [j9]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
A Constrained Random Demodulator for Sub-Nyquist Sampling. IEEE Trans. Signal Process. 61(3): 707-723 (2013) - 2012
- [j8]Waheed U. Bajwa, Geert Leus, Anna Scaglione, Milica Stojanovic, Zhi Tian:
Special issue on compressive sensing in communications. Phys. Commun. 5(2): 61-63 (2012) - [j7]Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Asynchronous code-division random access using convex optimization. Phys. Commun. 5(2): 129-147 (2012) - 2011
- [j6]Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar:
Identification of Parametric Underspread Linear Systems and Super-Resolution Radar. IEEE Trans. Signal Process. 59(6): 2548-2561 (2011) - 2010
- [j5]Waheed U. Bajwa, A. Robert Calderbank, Sina Jafarpour:
Why Gabor frames? Two fundamental measures of coherence and their role in model selection. J. Commun. Networks 12(4): 289-307 (2010) - [j4]Waheed Uz Zaman Bajwa, Jarvis D. Haupt, Akbar M. Sayeed, Robert D. Nowak:
Compressed Channel Sensing: A New Approach to Estimating Sparse Multipath Channels. Proc. IEEE 98(6): 1058-1076 (2010) - [j3]Jarvis D. Haupt, Waheed Uz Zaman Bajwa, Gil M. Raz, Robert D. Nowak:
Toeplitz Compressed Sensing Matrices With Applications to Sparse Channel Estimation. IEEE Trans. Inf. Theory 56(11): 5862-5875 (2010) - 2008
- [j2]Jarvis D. Haupt, Waheed U. Bajwa, Michael G. Rabbat, Robert D. Nowak:
Compressed Sensing for Networked Data. IEEE Signal Process. Mag. 25(2): 92-101 (2008) - 2007
- [j1]Waheed Uz Zaman Bajwa, Jarvis D. Haupt, Akbar M. Sayeed, Robert D. Nowak:
Joint Source-Channel Communication for Distributed Estimation in Sensor Networks. IEEE Trans. Inf. Theory 53(10): 3629-3653 (2007)
Conference and Workshop Papers
- 2024
- [c74]Batoul Taki, Anand D. Sarwate, Waheed U. Bajwa:
Low Separation Rank in Tensor Generalized Linear Models: An Asymptotic Analysis. CISS 2024: 1-6 - 2023
- [c73]Muhammad Zulqarnain, Arpita Gang, Waheed U. Bajwa:
C-DIEGO: An Algorithm with Near-Optimal Sample Complexity for Distributed, Streaming PCA. CISS 2023: 1-6 - 2022
- [c72]Arpita Gang, Waheed U. Bajwa:
The Best of Both Worlds: Distributed PCA That is Both Exact and Communication Efficient. EUSIPCO 2022: 732-736 - [c71]Yang Hu, Batoul Taki, Waheed U. Bajwa, Manoop Talasila, Mukesh Mantan, Syed Anwar Aftab:
A Machine Learning-Driven Analysis of Phantom E911 Calls. WiseML@WiSec 2022: 69-74 - 2021
- [c70]Batoul Taki, Mohsen Ghassemi, Anand D. Sarwate, Waheed U. Bajwa:
A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression. ACSCC 2021: 477-484 - [c69]Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam:
Hyphylearn: A Domain Adaptation-Inspired Approach to Classification Using Limited Number of Training Samples. MLSP 2021: 1-6 - 2019
- [c68]Zhixiong Yang, Waheed U. Bajwa:
PAC Learning from Distributed Data in the Presence of Malicious Nodes. CAMSAP 2019: 186-190 - [c67]Arpita Gang, Haroon Raja, Waheed U. Bajwa:
Fast and Communication-efficient Distributed Pca. ICASSP 2019: 7450-7454 - [c66]Mohsen Ghassemi, Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate:
Sample Complexity Bounds for Low-Separation-Rank Dictionary Learning. ISIT 2019: 2294-2298 - [c65]Zahra Shakeri, Batoul Taki, André L. F. de Almeida, Mohsen Ghassemi, Waheed U. Bajwa:
Revisiting Sparse Channel Estimation in Massive MIMO-OFDM Systems. SPAWC 2019: 1-5 - 2018
- [c64]Zhixiong Yang, Waheed U. Bajwa:
BYRDIE: A Byzantine-Resilient Distributed Learning Algorithm. DSW 2018: 21-25 - [c63]Parul Pandey, Mehdi Rahmati, Dario Pompili, Waheed U. Bajwa:
Robust Distributed Dictionary Learning for In-Network Image Compression. ICAC 2018: 61-70 - [c62]Waheed U. Bajwa:
Flipping Large Classes on a Shoestring Budget. ICASSP 2018: 7006-7010 - [c61]Alireza Nooraiepour, Kenza Hamidouche, Waheed U. Bajwa, Narayan B. Mandayam:
How Secure are Multicarrier Communication Systems Against Signal Exploitation Attacks? MILCOM 2018: 201-206 - [c60]Muhammad Asad Lodhi, Waheed U. Bajwa:
Union of Subspaces Signal Detection In Subspace Interference. SSP 2018: 548-552 - 2017
- [c59]Haroon Raja, Waheed U. Bajwa, Fauzia Ahmad:
Through-the-wall radar imaging using a distributed Quasi-Newton method. ACSSC 2017: 85-89 - [c58]Ryan Pilgrim, Junan Zhu, Dror Baron, Waheed U. Bajwa:
Generalized geometric programming for rate allocation in consensus. Allerton 2017: 374-381 - [c57]Talal Ahmed, Waheed U. Bajwa:
Correlation-Based ultrahigh-dimensional variable screening. CAMSAP 2017: 1-5 - [c56]Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
STARK: Structured dictionary learning through rank-one tensor recovery. CAMSAP 2017: 1-5 - [c55]Matthew S. Nokleby, Waheed U. Bajwa:
Distributed mirror descent for stochastic learning over rate-limited networks. CAMSAP 2017: 1-5 - [c54]Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
Identification of kronecker-structured dictionaries: An asymptotic analysis. CAMSAP 2017: 1-5 - [c53]Haroon Raja, Waheed U. Bajwa:
Recent developments in distributed dictionary learning. CISS 2017: 1 - [c52]Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate:
Sample complexity bounds for dictionary learning of tensor data. ICASSP 2017: 4501-4505 - 2016
- [c51]Mohamed Mokhtar, Ridha Hamila, Waheed Uz Zaman Bajwa, Naofal Al-Dhahir:
Deterministic measurement procedures for diagnosis of massive uniform linear antenna arrays. GlobalSIP 2016: 1388-1392 - [c50]Zhixiong Yang, Waheed U. Bajwa:
RD-SVM: A resilient distributed support vector machine. ICASSP 2016: 2444-2448 - [c49]Abubakr O. Al-Abbasi, Ridha Hamila, Waheed U. Bajwa, Naofal Al-Dhahir:
Design and analysis framework for sparse FIR channel shortening. ICC 2016: 1-7 - [c48]Zahra Shakeri, Waheed U. Bajwa:
Revisiting maximal response-based local identification of overcomplete dictionaries. SAM 2016: 1-5 - [c47]Zahra Shakeri, Waheed Uz Zaman Bajwa, Anand D. Sarwate:
Minimax lower bounds for Kronecker-structured dictionary learning. ISIT 2016: 1148-1152 - [c46]Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa:
Clustering-aware structure-constrained low-rank representation model for learning human action attributes. IVMSP 2016: 1-5 - [c45]Abubakr O. Al-Abbasi, Ridha Hamila, Waheed U. Bajwa, Naofal Al-Dhahir:
Sparsifying dictionary analysis for FIR MIMO channel-shortening equalizers. SPAWC 2016: 1-6 - 2015
- [c44]Zahra Shakeri, Waheed U. Bajwa:
Deterministic selection of pilot tones for compressive estimation of MIMO-OFDM channels. CISS 2015: 1-6 - [c43]Abubakr O. Al-Abbasi, Ridha Hamila, Waheed U. Bajwa, Naofal Al-Dhahir:
A general framework for the design and analysis of sparse FIR linear equalizers. GlobalSIP 2015: 834-838 - [c42]Tong Wu, Waheed U. Bajwa:
Metric-Constrained Kernel Union of Subspaces. ICASSP 2015: 5778-5782 - [c41]Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa:
Hierarchical Union-of-Subspaces Model for Human Activity Summarization. ICCV Workshops 2015: 1053-1061 - [c40]Haroon Raja, Waheed U. Bajwa:
A convergence analysis of distributed dictionary learning based on the K-SVD algorithm. ISIT 2015: 2186-2190 - [c39]Mohamed Mokhtar, Waheed U. Bajwa, Mahmoud Elgenedy, Naofal Al-Dhahir:
Exploiting block sparsity for joint mitigation of asynchronous NBI and IN in hybrid powerline-wireless communications. SmartGridComm 2015: 362-367 - [c38]Mohamed Mokhtar, Waheed U. Bajwa, Naofal Al-Dhahir:
Sparsity-aware joint narrowband interference and impulse noise mitigation for hybrid powerline-wireless transmission. WCNC 2015: 615-620 - 2014
- [c37]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Efficient linear time-varying system identification using chirp waveforms. ACSSC 2014: 854-858 - [c36]Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs. AISTATS 2014: 57-67 - [c35]Mehrnaz Tavan, Roy D. Yates, Waheed U. Bajwa:
Capacity analysis of a discrete-time bufferless timing channel. CISS 2014: 1-6 - [c34]Talal Ahmed, Waheed U. Bajwa:
Geometrie manifold approximation using union of tangent patches. GlobalSIP 2014: 458-462 - [c33]Zahra Shakeri, Haroon Raja, Waheed U. Bajwa:
Dictionary learning based nonlinear classifier training from distributed data. GlobalSIP 2014: 759-763 - [c32]Tong Wu, Waheed U. Bajwa:
Revisiting robustness of the union-of-subspaces model for data-adaptive learning of nonlinear signal models. ICASSP 2014: 3390-3394 - [c31]Mehrnaz Tavan, Roy D. Yates, Waheed U. Bajwa:
Information in tweets: Analysis of a bufferless timing channel model. ISIT 2014: 826-830 - [c30]Tong Wu, Waheed U. Bajwa:
Subspace detection in a kernel space: The missing data case. SSP 2014: 93-96 - [c29]Talal Ahmed, Waheed U. Bajwa:
A greedy, adaptive approach to learning geometry of nonlinear manifolds. SSP 2014: 133-136 - 2013
- [c28]Mehrnaz Tavan, Roy D. Yates, Waheed U. Bajwa:
Bits through bufferless queues. Allerton 2013: 755-762 - [c27]Haroon Raja, Waheed U. Bajwa:
Cloud K-SVD: Computing data-adaptive representations in the cloud. Allerton 2013: 1474-1481 - [c26]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Resource-efficient parametric recovery of linear time-varying systems. CAMSAP 2013: 200-203 - [c25]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Shaping the power spectra of bipolar sequences with application to sub-Nyquist sampling. CAMSAP 2013: 236-239 - [c24]Matthew S. Nokleby, Waheed U. Bajwa:
Resource tradeoffs in distributed subspace tracking over the wireless medium. GlobalSIP 2013: 823-826 - [c23]Shunqiao Sun, Athina P. Petropulu, Waheed U. Bajwa:
Target estimation in colocated MIMO radar via matrix completion. ICASSP 2013: 4144-4148 - 2012
- [c22]Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang:
Toward resource-optimal averaging consensus over the wireless medium. ACSCC 2012: 1197-1201 - [c21]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Rapid sensing of underutilized, wideband spectrum using the Random Demodulator. ACSCC 2012: 1940-1944 - [c20]Waheed U. Bajwa, Dustin G. Mixon:
Group model selection using marginal correlations: The good, the bad and the Ugly. Allerton Conference 2012: 494-501 - [c19]Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang:
Hierarchical averaging over wireless sensor networks. ICASSP 2012: 3121-3124 - 2011
- [c18]Lorne Applebaum, Waheed U. Bajwa, A. Robert Calderbank, Stephen D. Howard:
Choir codes: Coding for full duplex interference management. Allerton 2011: 1-8 - [c17]Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang:
Gossiping in groups: Distributed averaging over the wireless medium. Allerton 2011: 1242-1249 - [c16]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Faster than Nyquist, slower than Tropp. CAMSAP 2011: 345-348 - [c15]Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar:
On the identification of parametric underspread linear systems. ICASSP 2011: 4088-4091 - [c14]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Beating nyquist through correlations: A constrained random demodulator for sampling of sparse bandlimited signals. ICASSP 2011: 5968-5971 - [c13]Lorne Applebaum, Waheed U. Bajwa, A. Robert Calderbank, Jarvis D. Haupt, Robert Nowak:
Deterministic pilot sequences for sparse channel estimation in OFDM systems. DSP 2011: 1-7 - [c12]Dustin G. Mixon, Waheed U. Bajwa, A. Robert Calderbank:
Frame coherence and sparse signal processing. ISIT 2011: 663-667 - 2010
- [c11]Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Multiuser detection in asynchronous on-off random access channels using lasso. Allerton 2010: 130-137 - [c10]Waheed U. Bajwa, A. Robert Calderbank, Sina Jafarpour:
Revisiting model selection and recovery of sparse signals using one-step thresholding. Allerton 2010: 977-984 - [c9]Waheed U. Bajwa, A. Robert Calderbank, Sina Jafarpour:
Model selection: Two fundamental measures of coherence and their algorithmic significance. ISIT 2010: 1568-1572 - 2009
- [c8]Waheed U. Bajwa, Akbar M. Sayeed, Robert Nowak:
A restricted isometry property for structurally-subsampled unitary matrices. Allerton 2009: 1005-1012 - 2008
- [c7]Waheed U. Bajwa, Akbar M. Sayeed, Robert D. Nowak:
Compressed sensing of wireless channels in time, frequency, and space. ACSCC 2008: 2048-2052 - [c6]Waheed U. Bajwa, Akbar M. Sayeed, Robert Nowak:
Learning sparse doubly-selective channels. Allerton 2008: 575-582 - [c5]Waheed Uz Zaman Bajwa, Jarvis D. Haupt, Gil M. Raz, Robert D. Nowak:
Compressed channel sensing. CISS 2008: 5-10 - 2006
- [c4]Waheed Uz Zaman Bajwa, Jarvis D. Haupt, Akbar M. Sayeed, Robert D. Nowak:
A Universal Matched Source-Channel Communication Scheme for Wireless Sensor Ensembles. ICASSP (5) 2006: 1153-1156 - [c3]Waheed Uz Zaman Bajwa, Jarvis D. Haupt, Akbar M. Sayeed, Robert D. Nowak:
Compressive wireless sensing. IPSN 2006: 134-142 - 2005
- [c2]Waheed Uz Zaman Bajwa, Akbar M. Sayeed, Robert D. Nowak:
Matched source-channel communication for field estimation in wireless sensor networks. IPSN 2005: 332-339 - 2002
- [c1]Adeel Abbas, Arslan Ahmed, Affan Ahmed, Waheed Uz Zaman Bajwa, Ahtasham Anwar, Sohail Abbasi:
A retargetable tool-suite for the design of application specific instruction set processors using a machine description language. ISCAS (1) 2002: 425-428
Informal and Other Publications
- 2023
- [i49]Rishabh Dixit, Mert Gürbüzbalaban, Waheed U. Bajwa:
Accelerated gradient methods for nonconvex optimization: Escape trajectories from strict saddle points and convergence to local minima. CoRR abs/2307.07030 (2023) - [i48]Batoul Taki, Anand D. Sarwate, Waheed U. Bajwa:
Structured Low-Rank Tensors for Generalized Linear Models. CoRR abs/2308.02922 (2023) - [i47]Or Ohev Shalom, Amir Leshem, Waheed U. Bajwa:
Mitigating Data Injection Attacks on Federated Learning. CoRR abs/2312.02102 (2023) - 2022
- [i46]Alireza Nooraiepour, Shaghayegh Vosoughitabar, Chung-Tse Michael Wu, Waheed U. Bajwa, Narayan B. Mandayam:
Space-Time Digitally-Coded Metamaterial Antenna Enabled Directional Modulation for Physical Layer Security. CoRR abs/2211.09076 (2022) - 2021
- [i45]Arpita Gang, Waheed U. Bajwa:
A Linearly Convergent Algorithm for Distributed Principal Component Analysis. CoRR abs/2101.01300 (2021) - [i44]Rishabh Dixit, Waheed U. Bajwa:
Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm. CoRR abs/2101.02625 (2021) - [i43]Bingqing Xiang, Arpita Gang, Waheed U. Bajwa:
Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation. CoRR abs/2103.06406 (2021) - [i42]Batoul Taki, Mohsen Ghassemi, Anand D. Sarwate, Waheed U. Bajwa:
A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression. CoRR abs/2105.14673 (2021) - [i41]Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam:
A hybrid model-based and learning-based approach for classification using limited number of training samples. CoRR abs/2106.13436 (2021) - [i40]Arpita Gang, Waheed U. Bajwa:
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis. CoRR abs/2108.12373 (2021) - [i39]Joseph Shenouda, Waheed U. Bajwa:
A Guide to Reproducible Research in Signal Processing and Machine Learning. CoRR abs/2108.12383 (2021) - [i38]Shixiao Liang, Aaron Higuera, Christina Peters, Venkat Roy, Waheed U. Bajwa, Hagit Shatkay, Christopher D. Tunnell:
Domain-informed neural networks for interaction localization within astroparticle experiments. CoRR abs/2112.07995 (2021) - 2020
- [i37]Haroon Raja, Waheed U. Bajwa:
Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. CoRR abs/2001.01017 (2020) - [i36]Muhammad Asad Lodhi, Waheed U. Bajwa:
Learning Product Graphs Underlying Smooth Graph Signals. CoRR abs/2002.11277 (2020) - [i35]Matthew S. Nokleby, Haroon Raja, Waheed U. Bajwa:
Scaling-up Distributed Processing of Data Streams for Machine Learning. CoRR abs/2005.08854 (2020) - [i34]Rishabh Dixit, Waheed U. Bajwa:
Exit Time Analysis for Approximations of Gradient Descent Trajectories Around Saddle Points. CoRR abs/2006.01106 (2020) - 2019
- [i33]Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms. CoRR abs/1903.09284 (2019) - [i32]Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam:
Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT. CoRR abs/1908.00195 (2019) - [i31]Zhixiong Yang, Waheed U. Bajwa:
BRIDGE: Byzantine-resilient Decentralized Gradient Descent. CoRR abs/1908.08098 (2019) - [i30]Zhixiong Yang, Arpita Gang, Waheed U. Bajwa:
Adversary-resilient Inference and Machine Learning: From Distributed to Decentralized. CoRR abs/1908.08649 (2019) - [i29]Talal Ahmed, Haroon Raja, Waheed U. Bajwa:
Tensor Regression Using Low-rank and Sparse Tucker Decompositions. CoRR abs/1911.03725 (2019) - 2017
- [i28]Abubakr O. Al-Abbasi, Ridha Hamila, Waheed U. Bajwa, Naofal Al-Dhahir:
Design and Analysis of Sparsifying Dictionaries for FIR MIMO Equalizers. CoRR abs/1702.01425 (2017) - [i27]Matthew S. Nokleby, Waheed U. Bajwa:
Stochastic Optimization from Distributed, Streaming Data in Rate-limited Networks. CoRR abs/1704.07888 (2017) - [i26]Talal Ahmed, Waheed U. Bajwa:
ExSIS: Extended Sure Independence Screening for Ultrahigh-dimensional Linear Models. CoRR abs/1708.06077 (2017) - [i25]Zhixiong Yang, Waheed U. Bajwa:
ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning. CoRR abs/1708.08155 (2017) - [i24]Ryan Pilgrim, Junan Zhu, Dror Baron, Waheed U. Bajwa:
Generalized Geometric Programming for Rate Allocation in Consensus. CoRR abs/1710.09041 (2017) - [i23]Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
STARK: Structured Dictionary Learning Through Rank-one Tensor Recovery. CoRR abs/1711.04887 (2017) - [i22]Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
Identifiability of Kronecker-structured Dictionaries for Tensor Data. CoRR abs/1712.03471 (2017) - 2016
- [i21]Abubakr O. Al-Abbasi, Ridha Hamila, Waheed U. Bajwa, Naofal Al-Dhahir:
Design and Analysis Framework for Sparse FIR Channel Shortening. CoRR abs/1603.00160 (2016) - [i20]Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate:
Minimax Lower Bounds for Kronecker-Structured Dictionary Learning. CoRR abs/1605.05284 (2016) - [i19]Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate:
Minimax Lower Bounds on Dictionary Learning for Tensor Data. CoRR abs/1608.02792 (2016) - [i18]Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa:
Human Action Attribute Learning From Video Data Using Low-Rank Representations. CoRR abs/1612.07857 (2016) - 2015
- [i17]Abubakr O. Al-Abbasi, Ridha Hamila, Waheed U. Bajwa, Naofal Al-Dhahir:
A General Framework for the Design and Analysis of Sparse FIR Linear Equalizers. CoRR abs/1511.06971 (2015) - 2014
- [i16]Mehrnaz Tavan, Roy D. Yates, Waheed U. Bajwa:
Bits Through Bufferless Queues. CoRR abs/1401.3580 (2014) - [i15]Waheed U. Bajwa, Dustin G. Mixon:
A Multiple Hypothesis Testing Approach to Low-Complexity Subspace Unmixing. CoRR abs/1408.1469 (2014) - [i14]Shunqiao Sun, Waheed U. Bajwa, Athina P. Petropulu:
MIMO-MC Radar: A MIMO Radar Approach Based on Matrix Completion. CoRR abs/1409.3954 (2014) - [i13]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Identification of Linear Time-Varying Systems Through Waveform Diversity. CoRR abs/1410.3786 (2014) - [i12]Tong Wu, Waheed U. Bajwa:
Learning the nonlinear geometry of high-dimensional data: Models and algorithms. CoRR abs/1412.6808 (2014) - [i11]Haroon Raja, Waheed U. Bajwa:
Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data. CoRR abs/1412.7839 (2014) - 2013
- [i10]Shunqiao Sun, Athina P. Petropulu, Waheed U. Bajwa:
Target Estimation in Colocated MIMO Radar via Matrix Completion. CoRR abs/1302.4118 (2013) - [i9]Juhwan Yoo, Yao Xie, Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Finding Zeros: Greedy Detection of Holes. CoRR abs/1303.2048 (2013) - [i8]Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Conditioning of Random Block Subdictionaries with Applications to Block-Sparse Recovery and Regression. CoRR abs/1309.5310 (2013) - 2012
- [i7]Andrew Harms, Waheed U. Bajwa, A. Robert Calderbank:
Faster than Nyquist but Slower than Tropp et al. CoRR abs/1204.0839 (2012) - [i6]Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang:
Toward Resource-Optimal Consensus over the Wireless Medium. CoRR abs/1208.3251 (2012) - [i5]Waheed U. Bajwa, Dustin G. Mixon:
Group Model Selection Using Marginal Correlations: The Good, the Bad and the Ugly. CoRR abs/1210.2440 (2012) - 2011
- [i4]Lorne Applebaum, Waheed U. Bajwa, Marco F. Duarte, A. Robert Calderbank:
Asynchronous Code-Division Random Access Using Convex Optimization. CoRR abs/1101.1477 (2011) - 2010
- [i3]Waheed U. Bajwa, A. Robert Calderbank, Sina Jafarpour:
Why Gabor Frames? Two Fundamental Measures of Coherence and Their Role in Model Selection. CoRR abs/1006.0719 (2010) - [i2]Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar:
Identification of Underspread Linear Systems with Application to Super-Resolution Radar. CoRR abs/1008.0851 (2010) - 2009
- [i1]Waheed U. Bajwa, A. Robert Calderbank, Sina Jafarpour:
Why Gabor Frames? Two Fundamental Measures of Coherence and their Geometric Significance. CoRR abs/0911.2746 (2009)
Coauthor Index
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 02:38 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
