← All authors Richard G. Baraniuk The University of Texas at Austin (per OpenAlex) · ORCID · OpenAlex
69 papers in scope · 69 published · 2 on the econ.EM arXiv · 20,229 citations · h-index 41 (over the papers listed here)
Papers (1 of 69)
DeepTensor: Low-Rank Tensor Decomposition With Deep Network Priors
published 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 31 citations · first circulated 2022
with Vishwanath Saragadam, Randall Balestriero, Ashok Veeraraghavan
published 2023 · IEEE Transactions on Neural Networks and Learning Systems · 1 citations · first circulated 2021
Unsupervised Learning of Sampling Distributions for Particle Filters
published 2023 · IEEE Transactions on Signal Processing · 14 citations
with Fernando Gama, Nicolás Zilberstein, Martín Sevilla, Santiago Segarra
NeuroView-RNN: It’s About Time
published 2022 · 2022 ACM Conference on Fairness, Accountability, and Transparency · 1 citations
Extreme Compressed Sensing of Poisson Rates From Multiple Measurements
published 2022 · IEEE Transactions on Signal Processing · 5 citations
with Pavan K. Kota, Daniel LeJeune, Rebekah A. Drezek
On Local Distributions in Graph Signal Processing
published 2022 · IEEE Transactions on Signal Processing
with T. Mitchell Roddenberry, Fernando Gama, Santiago Segarra
Educational Question Mining At Scale: Prediction, Analysis and Personalization
published 2021 · Proceedings of the AAAI Conference on Artificial Intelligence · 12 citations · first circulated 2020
with Zichao Wang, Sebastian Tschiatschek, Simon Woodhead, José Miguel Hernández-Lobato, Simon Peyton Jones, Cheng Zhang
The Implicit Regularization of Ordinary Least Squares Ensembles
published 2020 · International Conference on Artificial Intelligence and Statistics · 15 citations · first circulated 2019
with Daniel LeJeune, Hamid Javadi
Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks
published 2020 · Neural Information Processing Systems · 2 citations
with Randall Balestriero, Sébastien Paris
no link
Do open educational resources improve student learning? Implications of the access hypothesis
published 2019 · PLoS ONE · 86 citations
with Phillip J. Grimaldi, Debshila Basu Mallick, Andrew E. Waters
Consistent parameter estimation for LASSO and approximate message passing
published 2018 · The Annals of Statistics · 47 citations · first circulated 2015
with Alireza Mousavi, Arian Maleki
RankMap: A Framework for Distributed Learning From Dense Data Sets
published 2017 · IEEE Transactions on Neural Networks and Learning Systems · 1 citations
with Azalia Mirhoseini, Eva L. Dyer, Ebrahim M. Songhori, Farinaz Koushanfar
Exponential Decay of Reconstruction Error From Binary Measurements of Sparse Signals
published 2017 · IEEE Transactions on Information Theory · 114 citations · first circulated 2014
with Simon Foucart, Deanna Needell, Yaniv Plan, Mary Wootters
Compressive Video Sensing: Algorithms, architectures, and applications
published 2017 · IEEE Signal Processing Magazine · 153 citations
with Thomas Goldstein, Aswin C. Sankaranarayanan, Christoph Studer, Ashok Veeraraghavan, Michael B. Wakin
Lensless Imaging: A computational renaissance
published 2016 · IEEE Signal Processing Magazine · 136 citations
with Vivek Boominathan, Jesse K. Adams, M. Salman Asif, Benjamin W. Avants, Jacob T. Robinson, Aswin C. Sankaranarayanan, Ashok Veeraraghavan
Signal processing for computational photography and displays [from the guest editors]
published 2016 · IEEE Signal Processing Magazine · 6 citations
with Amit Agrawal, Pablo Favaro, Ashok Veeraraghavan
MOOC Adventures in Signal Processing: Bringing DSP to the era of massive open online courses
published 2016 · IEEE Signal Processing Magazine · 24 citations
with Thomas A. Baran, Alan V. Oppenheim, Paolo Prandoni, Martin Vetterli
Convex Biclustering
published 2016 · Biometrics · 83 citations
with Eric C. Chi, Genevera I. Allen
From Denoising to Compressed Sensing
published 2016 · IEEE Transactions on Information Theory · 46 citations
with Christopher A. Metzler, Arian Maleki
k -POD: A Method for k -Means Clustering of Missing Data
published 2015 · The American Statistician · 99 citations
with Jocelyn T. Chi, Eric C. Chi
NuMax: A Convex Approach for Learning Near-Isometric Linear Embeddings
published 2015 · IEEE Transactions on Signal Processing · 79 citations
with Chinmay Hegde, Aswin C. Sankaranarayanan, Wotao Yin
A Bayesian nonparametric approach for the analysis of multiple categorical item responses
published 2014 · Journal of Statistical Planning and Inference · 4 citations
with Andrew E. Waters, Kassandra Fronczyk, Michele Guindani, Marina Vannucci
Minimum Complexity Pursuit for Universal Compressed Sensing
published 2014 · IEEE Transactions on Information Theory · 36 citations · first circulated 2012
with Shirin Jalali, Arian Maleki
Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection
published 2013 · IEEE Signal Processing Magazine · 197 citations
with Rebecca Willett, Marco F. Duarte, Mark A. Davenport
Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP)
published 2013 · IEEE Transactions on Information Theory · 267 citations · first circulated 2011
with Arian Maleki, Laura Anitori, Zai Yang
Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors
published 2013 · IEEE Transactions on Information Theory · 667 citations · first circulated 2011
with Laurent Jacques, Jason N. Laska, Petros T. Boufounos
Greedy feature selection for subspace clustering
published 2013 · Journal of Machine Learning Research · 161 citations
with Eva L. Dyer, Aswin C. Sankaranarayanan
Design and Analysis of Compressed Sensing Radar Detectors
published 2012 · IEEE Transactions on Signal Processing · 144 citations
with Laura Anitori, Arian Maleki, Matern Otten, P. Hoogeboom
The Pros and Cons of Compressive Sensing for Wideband Signal Acquisition: Noise Folding versus Dynamic Range
published 2012 · IEEE Transactions on Signal Processing · 181 citations
with Mark A. Davenport, Jason N. Laska, J Treichler
Signal Recovery on Incoherent Manifolds
published 2012 · IEEE Transactions on Information Theory · 43 citations
with Chinmay Hegde
A faster fourier transform: A mathematical upgrade promises a speedier digital world
published 2012 · Technology Review · 1 citations
with Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Mark Iwen
no link
Regime Change: Bit-Depth Versus Measurement-Rate in Compressive Sensing
published 2012 · IEEE Transactions on Signal Processing · 141 citations
with Jason N. Laska
Trends in Signal Processing Education [In the Spotlight]
published 2011 · IEEE Signal Processing Magazine · 6 citations
with Wayne T. Padgett
Trust, But Verify: Fast and Accurate Signal Recovery From 1-Bit Compressive Measurements
published 2011 · IEEE Transactions on Signal Processing · 200 citations
with Jason N. Laska, Zaiwen Wen, Wotao Yin
Learning Low-Dimensional Signal Models
published 2011 · IEEE Signal Processing Magazine · 32 citations
Sampling and Recovery of Pulse Streams
published 2011 · IEEE Transactions on Signal Processing · 53 citations
with Chinmay Hegde
Sparse Signal Recovery and Acquisition with Graphical Models
published 2010 · IEEE Signal Processing Magazine · 78 citations
with Volkan Cevher, Piotr Indyk, Lawrence Carin
Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals
published 2010 · IEEE Transactions on Information Theory · 1094 citations
with Joel A. Tropp, Jason N. Laska, Marco F. Duarte, Justin Romberg
Bayesian Compressive Sensing Via Belief Propagation
published 2009 · IEEE Transactions on Signal Processing · 514 citations · first circulated 2008
with Dror Baron, Shriram Sarvotham
Representation and Compression of Multidimensional Piecewise Functions Using Surflets
published 2009 · IEEE Transactions on Information Theory · 34 citations
with Venkat Chandrasekaran, Michael B. Wakin, Dror Baron
Single-pixel imaging via compressive sampling
published 2008 · IEEE Signal Processing Magazine · 3574 citations
with Marco F. Duarte, Mark A. Davenport, Dharmpal Takhar, Jason N. Laska, Ting Sun, Kevin F. Kelly
Compressive Sampling [From the Guest Editors]
published 2008 · IEEE Signal Processing Magazine · 106 citations
with Emmanuel J. Candès, Robert D. Nowak, Martin Vetterli
Random Projections for Manifold Learning
published 2007 · Neural Information Processing Systems · 113 citations
with Chinmay Hegde, Michael B. Wakin
no link
IEEE-SPS and Connexions - An Open Access Education Collaboration [Society News]
published 2007 · IEEE Signal Processing Magazine · 4 citations
with C.S. Burrus, E. Joel Thierstein
Compressive Sensing [Lecture Notes]
published 2007 · IEEE Signal Processing Magazine · 4161 citations
Multiscale Queueing Analysis
published 2006 · IEEE/ACM Transactions on Networking · 18 citations
with Vinay J. Ribeiro, Rudolf H. Riedi
Robust Distributed Estimation Using the Embedded Subgraphs Algorithm
published 2006 · IEEE Transactions on Signal Processing · 61 citations
with Véronique Delouille, Ramesh Neelamani
The dual-tree complex wavelet transform
published 2005 · IEEE Signal Processing Magazine · 2471 citations
with Ivan Selesnick, NG Kingsbury
Signal processing education - Sharing knowledge and building communities in Signal Processing
published 2004 · IEEE Signal Processing Magazine · 17 citations
with C.S. Burrus, D.H. Johnson, Douglas L. Jones
Spatio-temporal available bandwidth estimation with STAB
published 2004 · ACM SIGMETRICS Performance Evaluation Review · 14 citations
with Vinay J. Ribeiro, Rudolf H. Riedi
ForWaRD: Fourier-Wavelet Regularized Deconvolution for Ill-Conditioned Systems
published 2004 · IEEE Transactions on Signal Processing · 446 citations
with Ramesh Neelamani, Hyuk Choi
Multiscale nature of network traffic
published 2002 · IEEE Signal Processing Magazine · 262 citations
Measuring time-frequency information content using the Renyi entropies
published 2001 · IEEE Transactions on Information Theory · 488 citations
with Patrick Flandrin, A. J. E. M. Janssen, Olivier Michel
Hybrid linear/quadratic time-frequency attributes
published 2001 · IEEE Transactions on Signal Processing · 20 citations
with Mark Coates, Philippe Steeghs
Wavelet-based transformations for nonlinear signal processing
published 1999 · IEEE Transactions on Signal Processing · 28 citations
with Robert D. Nowak
Simulation of nonGaussian long-range-dependent traffic using wavelets
published 1999 · ACM SIGMETRICS Performance Evaluation Review · 41 citations
with Vinay J. Ribeiro, Rudolf H. Riedi, Matthew S Crouse
A multifractal wavelet model with application to network traffic
published 1999 · IEEE Transactions on Information Theory · 587 citations
with Rudolf H. Riedi, Matthew S Crouse, Vinay J. Ribeiro
Hybrid linear/bilinear time-scale analysis
published 1999 · IEEE Transactions on Signal Processing · 7 citations
with Michel Pasquier, Pedro Gonçalves
Pseudo affine Wigner distributions: definition and kernel formulation
published 1998 · IEEE Transactions on Signal Processing · 74 citations
with Paulo Gonçalves
Wavelet-based statistical signal processing using hidden Markov models
published 1998 · IEEE Transactions on Signal Processing · 1652 citations
with Matthew S Crouse, Robert D. Nowak
Beyond time-frequency analysis: energy densities in one and many dimensions
published 1998 · IEEE Transactions on Signal Processing · 26 citations
Wavelet-domain hidden Markov models for signal detection and classification
published 1997 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 4 citations
with Matthew S Crouse, Robert D. Nowak, K. Mhirsi
Wigner-based formulation of the chirplet transform
published 1996 · IEEE Transactions on Signal Processing · 46 citations
with Douglas L. Jones
An adaptive optimal-kernel time-frequency representation
published 1995 · IEEE Transactions on Signal Processing · 387 citations
with Douglas L. Jones
Unitary equivalence: a new twist on signal processing
published 1995 · IEEE Transactions on Signal Processing · 263 citations
with Douglas L. Jones
A simple scheme for adapting time-frequency representations
published 1994 · IEEE Transactions on Signal Processing · 96 citations
with Douglas L. Jones
A signal-dependent time-frequency representation: fast algorithm for optimal kernel design
published 1994 · IEEE Transactions on Signal Processing · 84 citations
with Douglas L. Jones
A signal-dependent time-frequency representation: optimal kernel design
published 1993 · IEEE Transactions on Signal Processing · 292 citations
with Douglas L. Jones
Shear madness: new orthonormal bases and frames using chirp functions
published 1993 · IEEE Transactions on Signal Processing · 79 citations
with Douglas L. Jones
Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.
Built from arXiv and OpenAlex. Supported by UKRI grant APP47921 (Martin Weidner, UCL · Francis J. DiTraglia, Oxford).