Waheed Uz Zaman Bajwa

发表

Human Action Attribute Learning From Video Data Using Low-Rank Representations pdf

Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, 2016, ArXiv.

Resource tradeoffs in distributed subspace tracking over the wireless medium

Waheed Uz Zaman Bajwa, Matthew S. Nokleby, 2013, 2013 IEEE Global Conference on Signal and Information Processing.

Group model selection using marginal correlations: The good, the bad and the Ugly

Dustin G. Mixon, Waheed Uz Zaman Bajwa, W. Bajwa, 2012, 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Clustering-aware structure-constrained low-rank representation model for learning human action attributes

Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, 2016, 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP).

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

Volkan Cevher, Dimitris S. Papailiopoulos, Anna Scaglione, 2020, IEEE Signal Process. Mag..

Cloud K-SVD: Computing data-adaptive representations in the cloud

Waheed Uz Zaman Bajwa, Haroon Raja, W. Bajwa, 2013, 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Passive RFID for Object and Use Detection during Trauma Resuscitation

Ivan Marsic, Randall S. Burd, Waheed Uz Zaman Bajwa, 2016, IEEE Transactions on Mobile Computing.

Joint Source–Channel Communication for Distributed Estimation in Sensor Networks

Robert D. Nowak, Akbar M. Sayeed, Waheed Uz Zaman Bajwa, 2007, IEEE Transactions on Information Theory.

Subspace detection in a kernel space: The missing data case

Tong Wu, Waheed Uz Zaman Bajwa, W. Bajwa, 2014, 2014 IEEE Workshop on Statistical Signal Processing (SSP).

Compressed Channel Sensing: A New Approach to Estimating Sparse Multipath Channels

Robert D. Nowak, Akbar M. Sayeed, Waheed Uz Zaman Bajwa, 2010, Proceedings of the IEEE.

Correlation-Based ultrahigh-dimensional variable screening

Waheed Uz Zaman Bajwa, Talal Ahmed, W. Bajwa, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Choir codes: Coding for full duplex interference management

A. Robert Calderbank, Stephen D. Howard, Waheed Uz Zaman Bajwa, 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Learning the Nonlinear Geometry of High-Dimensional Data: Models and Algorithms

Tong Wu, Waheed Uz Zaman Bajwa, W. Bajwa, 2014, IEEE Transactions on Signal Processing.

Identification of Underspread Linear Systems with Application to Super-Resolution Radar pdf

Yonina C. Eldar, Waheed Uz Zaman Bajwa, Kfir Gedalyahu, 2010, ArXiv.

Toeplitz Compressed Sensing Matrices With Applications to Sparse Channel Estimation

Robert D. Nowak, Waheed Uz Zaman Bajwa, Jarvis D. Haupt, 2010, IEEE Transactions on Information Theory.

Compressed channel sensing

Robert D. Nowak, Waheed Uz Zaman Bajwa, Jarvis D. Haupt, 2008, 2008 42nd Annual Conference on Information Sciences and Systems.

Union of Subspaces Signal Detection In Subspace Interference

Waheed Uz Zaman Bajwa, Muhammad Asad Lodhi, W. Bajwa, 2018, 2018 IEEE Statistical Signal Processing Workshop (SSP).

Deterministic measurement procedures for diagnosis of massive uniform linear antenna arrays

Naofal Al-Dhahir, Ridha Hamila, Waheed Uz Zaman Bajwa, 2016, 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Identification of Parametric Underspread Linear Systems and Super-Resolution Radar

Yonina C. Eldar, Waheed Uz Zaman Bajwa, Kfir Gedalyahu, 2010, IEEE Transactions on Signal Processing.

ExSIS: Extended Sure Independence Screening for Ultrahigh-dimensional Linear Models

Waheed Uz Zaman Bajwa, Talal Ahmed, W. Bajwa, 2017, Signal Process..

Hierarchical Union-of-Subspaces Model for Human Activity Summarization

Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Why Gabor Frames? Two Fundamental Measures of Coherence and their Geometric Significance pdf

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Sina Jafarpour, 2009, ArXiv.

Model selection: Two fundamental measures of coherence and their algorithmic significance

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Sina Jafarpour, 2009, 2010 IEEE International Symposium on Information Theory.

Toward Resource-Optimal Consensus Over the Wireless Medium

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Behnaam Aazhang, 2012, IEEE Journal of Selected Topics in Signal Processing.

Sparsity-aware joint narrowband interference and impulse noise mitigation for hybrid powerline-wireless transmission

Naofal Al-Dhahir, Waheed Uz Zaman Bajwa, Mohamed Mokhtar, 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC).

Shaping the power spectra of bipolar sequences with application to sub-Nyquist sampling

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2013, 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Revisiting robustness of the union-of-subspaces model for data-adaptive learning of nonlinear signal models

Tong Wu, Waheed Uz Zaman Bajwa, W. Bajwa, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

RD-SVM: A resilient distributed support vector machine

Waheed Uz Zaman Bajwa, Zhixiong Yang, W. Bajwa, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Marco F. Duarte, 2014, AISTATS.

Bits through bufferless queues

Roy D. Yates, Waheed Uz Zaman Bajwa, Mehrnaz Tavan, 2013, 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Optimization for Data-Driven Learning and Control

Ali H. Sayed, Usman A. Khan, Michael G. Rabbat, 2020, Proc. IEEE.

Resource-efficient parametric recovery of linear time-varying systems

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2013, 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Geometrie manifold approximation using union of tangent patches

Waheed Uz Zaman Bajwa, Talal Ahmed, 2014, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Rapid sensing of underutilized, wideband spectrum using the Random Demodulator

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2012, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

Revisiting Sparse Channel Estimation in Massive MIMO-OFDM Systems

André Lima Férrer de Almeida, Waheed Uz Zaman Bajwa, Zahra Shakeri, 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

A Constrained Random Demodulator for Sub-Nyquist Sampling

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2012, IEEE Transactions on Signal Processing.

STARK: Structured dictionary learning through rank-one tensor recovery

Anand D. Sarwate, Waheed Uz Zaman Bajwa, Zahra Shakeri, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Generalized geometric programming for rate allocation in consensus

Waheed Uz Zaman Bajwa, Junan Zhu, Dror Baron, 2017, 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

A convergence analysis of distributed dictionary learning based on the K-SVD algorithm

Waheed Uz Zaman Bajwa, Haroon Raja, W. Bajwa, 2015, 2015 IEEE International Symposium on Information Theory (ISIT).

Special issue on compressive sensing in communications

Milica Stojanovic, Anna Scaglione, Geert Leus, 2012, Phys. Commun..

A Multiple Hypothesis Testing Approach to Low-Complexity Subspace Unmixing pdf

Dustin G. Mixon, Waheed Uz Zaman Bajwa, W. Bajwa, 2014, ArXiv.

Revisiting maximal response-based local identification of overcomplete dictionaries

Waheed Uz Zaman Bajwa, Zahra Shakeri, W. Bajwa, 2016, 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM).

On the identification of parametric underspread linear systems

Yonina C. Eldar, Waheed Uz Zaman Bajwa, Kfir Gedalyahu, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Target estimation in colocated MIMO radar via matrix completion

Athina P. Petropulu, Shunqiao Sun, Waheed Uz Zaman Bajwa, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Faster than Nyquist, slower than Tropp

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2011, 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Recent developments in distributed dictionary learning

Waheed Uz Zaman Bajwa, Haroon Raja, 2017, 2017 51st Annual Conference on Information Sciences and Systems (CISS).

Exploiting block sparsity for joint mitigation of asynchronous NBI and IN in hybrid powerline-wireless communications

Naofal Al-Dhahir, Waheed Uz Zaman Bajwa, Mohamed Mokhtar, 2015, 2015 IEEE International Conference on Smart Grid Communications (SmartGridComm).

Design and analysis framework for sparse FIR channel shortening

Naofal Al-Dhahir, Ridha Hamila, Waheed Uz Zaman Bajwa, 2016, 2016 IEEE International Conference on Communications (ICC).

Sample complexity bounds for dictionary learning of tensor data

Anand D. Sarwate, Waheed Uz Zaman Bajwa, Zahra Shakeri, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Matched source-channel communication for field estimation in wireless sensor network

Robert D. Nowak, Akbar M. Sayeed, Waheed Uz Zaman Bajwa, 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

Through-the-wall radar imaging using a distributed Quasi-Newton method

Waheed Uz Zaman Bajwa, Fauzia Ahmad, Haroon Raja, 2017, 2017 51st Asilomar Conference on Signals, Systems, and Computers.

Flipping Large Classes on a Shoestring Budget

Waheed Uz Zaman Bajwa, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Metric-Constrained Kernel Union of Subspaces

Tong Wu, Waheed Uz Zaman Bajwa, W. Bajwa, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Why Gabor frames? Two fundamental measures of coherence and their role in model selection

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Sina Jafarpour, 2010, Journal of Communications and Networks.

Distributed mirror descent for stochastic learning over rate-limited networks

Waheed Uz Zaman Bajwa, Matthew S. Nokleby, W. Bajwa, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

How Secure are Multicarrier Communication Systems Against Signal Exploitation Attacks?

Waheed Uz Zaman Bajwa, Kenza Hamidouche, Narayan B. Mandayam, 2018, MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM).

Capacity analysis of a discrete-time bufferless timing channel

Roy D. Yates, Waheed Uz Zaman Bajwa, Mehrnaz Tavan, 2014, 2014 48th Annual Conference on Information Sciences and Systems (CISS).

A greedy, adaptive approach to learning geometry of nonlinear manifolds

Waheed Uz Zaman Bajwa, Talal Ahmed, W. Bajwa, 2014, 2014 IEEE Workshop on Statistical Signal Processing (SSP).

Efficient linear time-varying system identification using chirp waveforms

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

Frame coherence and sparse signal processing

A. Robert Calderbank, Dustin G. Mixon, Waheed Uz Zaman Bajwa, 2011, 2011 IEEE International Symposium on Information Theory Proceedings.

BYRDIE: A BYZANTINE-RESILIENT DISTRIBUTED LEARNING ALGORITHM

Waheed Uz Zaman Bajwa, Zhixiong Yang, 2018, 2018 IEEE Data Science Workshop (DSW).

Compressive wireless sensing

Robert D. Nowak, Akbar M. Sayeed, Waheed Uz Zaman Bajwa, 2006, 2006 5th International Conference on Information Processing in Sensor Networks.

Minimax lower bounds for Kronecker-structured dictionary learning

Anand D. Sarwate, Waheed Uz Zaman Bajwa, Zahra Shakeri, 2016, 2016 IEEE International Symposium on Information Theory (ISIT).

A retargetable tool-suite for the design of application specific instruction set processors using a machine description language

Waheed Uz Zaman Bajwa, Arslan Ahmed, Adeel Abbas, 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

Asynchronous code-division random access using convex optimization

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Marco F. Duarte, 2011, Phys. Commun..

Sparsifying dictionary analysis for FIR MIMO channel-shortening equalizers

Naofal Al-Dhahir, Ridha Hamila, Waheed Uz Zaman Bajwa, 2016, 2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

Beating nyquist through correlations: A constrained random demodulator for sampling of sparse bandlimited signals

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Toward resource-optimal averaging consensus over the wireless medium

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Behnaam Aazhang, 2012, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

Information in tweets: Analysis of a bufferless timing channel model

Roy D. Yates, Waheed Uz Zaman Bajwa, Mehrnaz Tavan, 2014, 2014 IEEE International Symposium on Information Theory.

Hierarchical averaging over wireless sensor networks

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Behnaam Aazhang, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms

Anand D. Sarwate, Waheed Uz Zaman Bajwa, Zahra Shakeri, 2020, IEEE Transactions on Signal Processing.

Faster than Nyquist but Slower than Tropp et al pdf

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2012, ArXiv.

A Universal Matched Source-Channel Communication Scheme for Wireless Sensor Ensembles

Robert D. Nowak, Akbar M. Sayeed, Waheed Uz Zaman Bajwa, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Conditioning of Random Block Subdictionaries With Applications to Block-Sparse Recovery and Regression

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Marco F. Duarte, 2013, IEEE Transactions on Information Theory.

Level Set Estimation from Projection Measurements: Performance Guarantees and Fast Computation

Rebecca Willett, Waheed Uz Zaman Bajwa, Kalyani Krishnamurthy, 2012, SIAM J. Imaging Sci..

Deterministic selection of pilot tones for compressive estimation of MIMO-OFDM channels

Waheed Uz Zaman Bajwa, Zahra Shakeri, W. Bajwa, 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS).

Dictionary learning based nonlinear classifier training from distributed data

Waheed Uz Zaman Bajwa, Haroon Raja, Zahra Shakeri, 2014, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

A general framework for the design and analysis of sparse FIR linear equalizers

Naofal Al-Dhahir, Ridha Hamila, Waheed Uz Zaman Bajwa, 2015, 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

MIMO-MC radar: A MIMO radar approach based on matrix completion

Athina P. Petropulu, Shunqiao Sun, Waheed Uz Zaman Bajwa, 2014, IEEE Transactions on Aerospace and Electronic Systems.

Identification of Linear Time-Varying Systems Through Waveform Diversity

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Andrew Harms, 2014, IEEE Transactions on Signal Processing.

Finding Zeros: Greedy Detection of Holes pdf

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Juhwan Yoo, 2013, ArXiv.

Identification of kronecker-structured dictionaries: An asymptotic analysis

Anand D. Sarwate, Waheed Uz Zaman Bajwa, Zahra Shakeri, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Gossiping in groups: Distributed averaging over the wireless medium

A. Robert Calderbank, Waheed Uz Zaman Bajwa, Behnaam Aazhang, 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Robust Distributed Dictionary Learning for In-Network Image Compression

Dario Pompili, Mehdi Rahmati, Waheed Uz Zaman Bajwa, 2018, 2018 IEEE International Conference on Autonomic Computing (ICAC).

ByRDiE: Byzantine-Resilient Distributed Coordinate Descent for Decentralized Learning

Waheed Uz Zaman Bajwa, Zhixiong Yang, W. Bajwa, 2017, IEEE Transactions on Signal and Information Processing over Networks.

Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data

Waheed Uz Zaman Bajwa, Haroon Raja, W. Bajwa, 2014, IEEE Transactions on Signal Processing.

Hyphylearn: A Domain Adaptation-Inspired Approach to Classification Using Limited Number of Training Samples

Waheed Uz Zaman Bajwa, Narayan B. Mandayam, Alireza Nooraiepour, 2021, 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP).