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Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems
Yiyuan She, Yuejia He, Shijie Li, and Dapeng Wu , IEEE Transactions on Signal Processing , 2015
MATLAB
Free
Learning Topology and Dynamics of Large Recurrent Neural Networks
Yiyuan She, Yuejia He, and Dapeng Wu , IEEE Transactions on Signal Processing , 2014
MATLAB
Free
Group Iterative Spectrum Thresholding for Super-Resolution Sparse Spectral Selection
Yiyuan She, Jiangping Wang, Huanghuang Li, and Dapeng Wu , IEEE Transactions on Signal Processing , 2013
MATLAB
Free
Distributed Signal Processing via Chebyshev Polynomial Approximation
David I Shuman, Pierre Vandergheynst, Daniel Kressner, and Pascal Frossard , IEEE Transactions on Signal and Information Processing over Networks , 2018
MATLAB
Free
Global and Local Uncertainty Principles for Signals on Graphs
Nathanael Perraudin, Benjamin Ricaud, David I Shuman, and Pierre Vandergheynst , APSIPA Transactions on Signal and Information Processing , 2018
MATLAB
Free
A Multiscale Pyramid Transform for Graph Signals
David I Shuman, Mohammad Javad Faraji, and Pierre Vandergheynst , IEEE Transactions on Signal Processing , 2016
MATLAB
Free
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames
David I Shuman, Christoph Wiesmeyr, Nicki Holighaus, and Pierre Vandergheynst , IEEE Transactions on Signal Processing , 2015
MATLAB
Free
Learning Parametric Dictionaries for Signals on Graphs
Dorina Thanou, David I Shuman, and Pascal Frossard , IEEE Transactions on Signal Processing , 2014
MATLAB
Free
A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays
Le-Nam Tran, Muhammad Fainan Hanif, and Markku Juntti , IEEE Signal Processing Letters , 2014
MATLAB
Free
Fast Converging Algorithm for Weighted Sum Rate Maximization in Multicell MISO Downlink
Le-Nam Tran, Muhammad Fainan Hanif, Antti Tolli, and Markku Juntti , IEEE Signal Processing Letters , 2012
MATLAB
Free
Stable Safe Screening and Structured Dictionaries for Faster $\ell _{1}$ Regularization
C. Dantas, R. Gribonval , IEEE Transactions on Signal Processing , 2018
Python
Free
Robust $L_{2}E$ Estimation of Transformation for Non-Rigid Registration
Jiayi Ma, Weichao Qiu, Ji Zhao, Y. Ma, A. Yuille, Zhuowen Tu , IEEE Transactions on Signal Processing , 2015
Matlab
Free
Integer fast Fourier transform
S. Oraintara, Y. Chen, T. Nguyen , IEEE Transactions on Signal Processing , 2015
Python
Free
Localization of the complex spectrum: the S transform
R. G. Stockwell, L. Mansinha, R. Lowe , IEEE Transactions on Signal Processing , 1996
C
Free
Learning to Optimize: Training Deep Neural Networks for Interference Management
Haoran Sun, Xiangyi Chen, Q. Shi, M. Hong, Xiao Fu, N. Sidiropoulos , IEEE Transactions on Signal Processing , 2018
Python
Free
Spectral Analysis of Stationary Random Bivariate Signals
Julien Flamant, N. Bihan, P. Chainais , IEEE Transactions on Signal Processing , 2017
Jupyter Notebook
Free
A Complete Framework for Linear Filtering of Bivariate Signals
Julien Flamant, P. Chainais, N. Le Bihan , IEEE Transactions on Signal Processing , 2018
Jupyter Notebook
Free
A Framework for Training-Based Estimation in Arbitrarily Correlated Rician MIMO Channels With Rician Disturbance
Emil Björnson, B. Ottersten , IEEE Transactions on Signal Processing , 2010
Matlab
Free
A Proximal Gradient Algorithm for Decentralized Composite Optimization
Wei Shi, Q. Ling, G. Wu, Wotao Yin , IEEE Transactions on Signal Processing , 2015
Matlab
Free
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors
M. Mardani, G. Mateos, Georgios B. Giannakis , IEEE Transactions on Signal Processing , 2015
Matlab
Free
PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations
Yuejie Chi, Yonina C. Eldar, A. R. Calderbank , IEEE Transactions on Signal Processing , 2013
Matlab
Free
Receive Combining vs. Multi-Stream Multiplexing in Downlink Systems With Multi-Antenna Users
Emil Björnson, M. Kountouris, M. Bengtsson, B. Ottersten , IEEE Transactions on Signal Processing , 2013
Matlab
Free
Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors
D. Kuzin, O. Isupova, L. Mihaylova , IEEE Transactions on Signal Processing , 2018
Matlab
Free
Bayesian Model Comparison With the g-Prior
J. K. Nielsen, M. Christensen, A. Cemgil, S. Jensen , IEEE Transactions on Signal Processing , 2014
C++
Free
Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data
Yi Zhou, T. Wang, Ronghua Hu, Hang Su, Yi Liu, X. Liu, Jidong Suo, H. Snoussi , IEEE Transactions on Signal Processing , 2019
Python
Free
Learning the MMSE Channel Estimator
David Neumann, Thomas Wiese, W. Utschick , IEEE Transactions on Signal Processing , 2018
Julia
Free
Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning
Jeremias Sulam, Vardan Papyan, Yaniv Romano, Michael Elad , IEEE Transactions on Signal Processing , 2018
MATLAB
Free
SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series
Qiuyi Han, J. Ding, E. Airoldi, V. Tarokh , IEEE Transactions on Signal Processing , 2017
Jupyter Notebook
Free
Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications
Khalil Elkhalil, A. Kammoun, T. Al-Naffouri, Mohamed-Slim Alouini , IEEE Transactions on Signal Processing , 2016
Matlab
Free
Multiple Change Point Analysis: Fast Implementation and Strong Consistency
J. Ding, Y. Xiang, L. Shen, V. Tarokh , IEEE Transactions on Signal Processing , 2017
Multiple
Free
NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization
Naiyang Guan, D. Tao, Z. Luo, B. Yuan , IEEE Transactions on Signal Processing , 2012
MATLAB
Free
Distributed Variational Bayesian Algorithms Over Sensor Networks
Junhao Hua, C. Li , IEEE Transactions on Signal Processing , 2016
Matlab
Free
Robust Kalman Filter Based on a Generalized Maximum-Likelihood-Type Estimator
Mital A. Gandhi, L. Mili , IEEE Transactions on Signal Processing , 2010
Python
Free
Swift-Link: A Compressive Beam Alignment Algorithm for Practical mmWave Radios
Nitin Jonathan Myers, A. Mezghani, R. Heath , IEEE Transactions on Signal Processing , 2019
Matlab
Free
Simultaneously Sparse and Low-Rank Matrix Reconstruction via Nonconvex and Nonseparable Regularization
Wei Chen , IEEE Transactions on Signal Processing , 2018
Matlab
Free
A Unified Successive Pseudoconvex Approximation Framework
Y. Yang, M. Pesavento , IEEE Transactions on Signal Processing , 2017
Python
Free
Adaptive Diffusion Schemes for Heterogeneous Networks
Jesus Fernandez-Bes, J. Arenas-García, M. T. Silva, L. A. Azpicueta-Ruiz , IEEE Transactions on Signal Processing , 2017
Matlab
Free
Fast algorithm for the 3-D DCT-II
S. Boussakta, Hamoud O. Alshibami , IEEE Transactions on Signal Processing , 2004
Matlab
Free
Simultaneous Bayesian Sparse Approximation With Structured Sparse Models
W. Chen, D. Wipf, Yu Wang, Y. Liu, I. Wassell , IEEE Transactions on Signal Processing , 2016
Matlab
Free
Robust Kronecker Product PCA for Spatio-Temporal Covariance Estimation
Kristjan H. Greenewald, A. Hero , IEEE Transactions on Signal Processing , 2015
MATLAB
Free
Nonconvex Regularized Robust PCA Using the Proximal Block Coordinate Descent Algorithm
Fei Wen, R. Ying, P. Liu, T. Truong , IEEE Transactions on Signal Processing , 2019
MATLAB
Free
A Fast Matrix Majorization-Projection Method for Penalized Stress Minimization With Box Constraints
Shenglong Zhou, N. Xiu, Hou-Duo Qi , IEEE Transactions on Signal Processing , 2018
MATLAB
Free
Reconstructing Classes of Non-Bandlimited Signals From Time Encoded Information
R. Alexandru, P. Dragotti , IEEE Transactions on Signal Processing , 2020
MATLAB
Free
Multidimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem
Shaogang Wang, V. Patel, A. Petropulu , IEEE Transactions on Signal Processing , 2019
MATLAB
Free
Validity of Time Reversal for Testing Granger Causality
I. Winkler, Danny Panknin, D. Bartz, K. Müller, S. Haufe , IEEE Transactions on Signal Processing , 2016
Matlab
Free
Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure
V. Berisha, Alan Wisler, A. Hero, Andreas Spanias , IEEE Transactions on Signal Processing , 2016
C
Free
Optimization of the Receive Filter and Transmit Sequence for Active Sensing
P. Stoica, Hao He, J. Li , IEEE Transactions on Signal Processing , 2012
Python
Free
Rain Rate Estimation Using Measurements From Commercial Telecommunications Links
O. Goldshtein, H. Messer, A. Zinevich , IEEE Transactions on Signal Processing , 2009
R
Free
Sampling Uniformly From the Set of Positive Definite Matrices With Trace Constraint
Martin Mittelbach, B. Matthiesen, E. Jorswieck , IEEE Transactions on Signal Processing , 2012
Matlab
Free
Efficient L1-Norm Principal-Component Analysis via Bit Flipping
P. Markopoulos, S. Kundu, Shubham Chamadia, D. Pados , IEEE Transactions on Signal Processing , 2017
Python
Free
An Approach to Time-Frequency Analysis With Ridges of the Continuous Chirplet Transform
Mikio Aoi, K. Q. Lepage, Yoonseob Lim, U. Eden, T. J. Gardner , IEEE Transactions on Signal Processing , 2015
Python
Free
Design of Large Effective Apertures for Millimeter Wave Systems Using a Sparse Array of Subarrays
A. Gupta, Upamanyu Madhow, A. Arbabian, A. Sadri , IEEE Transactions on Signal Processing , 2019
MATLAB
Free
Energy Efficiency in MIMO Underlay and Overlay Device-to-Device Communications and Cognitive Radio Systems
A. Zappone, B. Matthiesen, E. Jorswieck , IEEE Transactions on Signal Processing , 2017
MATLAB
Free
A Lattice Basis Reduction Approach for the Design of Finite Wordlength FIR Filters
N. Brisebarre, Silviu-Ioan Filip, G. Hanrot , IEEE Transactions on Signal Processing , 2018
C++
Free
Mixed Monotonic Programming for Fast Global Optimization
B. Matthiesen, C. Hellings, E. Jorswieck, W. Utschick , IEEE Transactions on Signal Processing , 2020
C++
Free
Efficient Global Optimal Resource Allocation in Non-Orthogonal Interference Networks
B. Matthiesen, E. Jorswieck , IEEE Transactions on Signal Processing , 2019
C++
Free
Nonlinear Kalman Filtering With Divergence Minimization
San Gultekin, John W. Paisley , IEEE Transactions on Signal Processing , 2017
Matlab
Free
Maximum-Likelihood Adaptive Filter for Partially Observed Boolean Dynamical Systems
M. Imani, Ulisses Braga-Neto , IEEE Transactions on Signal Processing , 2017
Python
Free
Covariance Matrix Estimation for Massive MIMO
K. Upadhya, S. Vorobyov , IEEE Signal Processing Letters , 2018
Matlab
Free
A blind source separation technique using second-order statistics
A. Belouchrani, K. Abed-Meraim, Jean-François Cardoso, E. Moulines , IEEE Transactions on Signal Processing , 1997
Python
Free
Improving the readability of time-frequency and time-scale representations by the reassignment method
F. Auger, P. Flandrin , IEEE Transactions on Signal Processing , 1995
Python
Free
Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition
S. Hansen, A. Hemakom, M. Safeldt, Lærke Karen Krohne, Kristoffer Hougaard Madsen, H. Siebner, D. Mandic, L. Hansen , IEEE Transactions on Signal Processing , 2019
MATLAB
Free
Gauge-Adjusted Rainfall Estimates from Commercial Microwave Links
M. Fencl, M. Dohnal, J. Rieckermann, V. Bares , IEEE Transactions on Signal Processing , 2017
R
Free
A fast spectral estimation algorithm based on the FFT
P. Gough , IEEE Transactions on Signal Processing , 1994
Jupyter Notebook
Free
Evolutionary Spectra Based on the Multitaper Method with Application To Stationarity Test
Y. Xiang, J. Ding, V. Tarokh , IEEE Transactions on Signal Processing , 2018
R
Free
Online low-rank tensor subspace tracking from incomplete data by CP decomposition using recursive least squares
H. Kasai , 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2016
Matlab
Free
Feature Preserving and Uniformity-Controllable Point Cloud Simplification on Graph
Junkun Qi, Wei Hu, Zongming Guo , 2019 IEEE International Conference on Multimedia and Expo (ICME) , 2019
MATLAB
Free
Estimating uncertainties in statistics computed from direct numerical simulation
Todd A. Oliver, N. Malaya, R. Ulerich, R. Moser , Physics of Fluids , 2014
C++
Free
SGDLibrary: A MATLAB library for stochastic optimization algorithms
H. Kasai , J. Mach. Learn. Res. , 2017
Terra
Free
Deep Learning-Based Detector for OFDM-IM
Thien Van Luong, Y. Ko, Ngo Anh Vien, D. Nguyen, Michail Matthaiou , IEEE Wireless Communications Letters , 2019
Jupyter Notebook
Free
Bidirectional recurrent neural networks
Mike Schuster, K. Paliwal , IEEE Transactions on Signal Processing , 2020
Jupyter Notebook
Free
Sparse Reconstruction by Separable Approximation
Stephen J. Wright, R. Nowak, Mário A. T. Figueiredo , IEEE Transactions on Signal Processing , 2018
Jupyter Notebook
Free
Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples
Guanyu Wang, J. Zhu, Rick S. Blum, P. Willett, S. Maranò, V. Matta, P. Braca , IEEE Transactions on Signal Processing , 2018
MATLAB
Free
Diffusion LMS Strategies for Distributed Estimation
Federico S. Cattivelli, A. Sayed , IEEE Transactions on Signal Processing , 2017
Matlab
Free
Filter Bank Property of Multivariate Empirical Mode Decomposition
N. Rehman, D. Mandic , IEEE Transactions on Signal Processing , 2017
MATLAB
Free
The Gaussian Mixture Probability Hypothesis Density Filter
B. Vo, W. Ma , IEEE Transactions on Signal Processing , 2017
Matlab
Free
The kernel recursive least-squares algorithm
Y. Engel, Shie Mannor, R. Meir , IEEE Transactions on Signal Processing , 2010
Julia
Free
Adaptive One-Class Support Vector Machine
V. Gómez-Verdejo, J. Arenas-García, Miguel Lázaro-Gredilla, Á. Navia-Vázquez , IEEE Transactions on Signal Processing , 2017
C++
Free
High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis—With an Application to Gravitational-Wave Signal
Duong Hong Pham, S. Meignen , IEEE Transactions on Signal Processing , 2017
MATLAB
Free
$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
M. Aharon, Michael Elad, A. Bruckstein , IEEE Transactions on Signal Processing , 2006
Multiple
Free
Channel Training for Analog FDD Repeaters: Optimal Estimators and Cramér–Rao Bounds
Stefan Wesemann, T. Marzetta , IEEE Transactions on Signal Processing , 2017
R
Free
Decentralized Equalization With Feedforward Architectures for Massive MU-MIMO
Charles Jeon, Kaipeng Li, J. Cavallaro, Christoph Studer , IEEE Transactions on Signal Processing , 2019
MATLAB
Free
A Fast Interior Point Method for Atomic Norm Soft Thresholding
T. L. Hansen, T. Jensen , IEEE Transactions on Signal Processing , 2019
Matlab
Free
K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation
M. Aharon, Michael Elad, A. Bruckstein, Y. Katz , IEEE Transactions on Signal Processing , 2006
MATLAB
Free

Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems

Learning Topology and Dynamics of Large Recurrent Neural Networks

Group Iterative Spectrum Thresholding for Super-Resolution Sparse Spectral Selection

Distributed Signal Processing via Chebyshev Polynomial Approximation

Global and Local Uncertainty Principles for Signals on Graphs

A Multiscale Pyramid Transform for Graph Signals

Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames

Learning Parametric Dictionaries for Signals on Graphs

A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays

Fast Converging Algorithm for Weighted Sum Rate Maximization in Multicell MISO Downlink

Stable Safe Screening and Structured Dictionaries for Faster $\ell _{1}$ Regularization

Robust $L_{2}E$ Estimation of Transformation for Non-Rigid Registration

Integer fast Fourier transform

Localization of the complex spectrum: the S transform

Learning to Optimize: Training Deep Neural Networks for Interference Management

Spectral Analysis of Stationary Random Bivariate Signals

A Complete Framework for Linear Filtering of Bivariate Signals

A Framework for Training-Based Estimation in Arbitrarily Correlated Rician MIMO Channels With Rician Disturbance

A Proximal Gradient Algorithm for Decentralized Composite Optimization

Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors

PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations

Receive Combining vs. Multi-Stream Multiplexing in Downlink Systems With Multi-Antenna Users

Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors

Bayesian Model Comparison With the g-Prior

Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data

Learning the MMSE Channel Estimator

Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning

SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series

Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications

Multiple Change Point Analysis: Fast Implementation and Strong Consistency

NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

Distributed Variational Bayesian Algorithms Over Sensor Networks

Robust Kalman Filter Based on a Generalized Maximum-Likelihood-Type Estimator

Swift-Link: A Compressive Beam Alignment Algorithm for Practical mmWave Radios

Simultaneously Sparse and Low-Rank Matrix Reconstruction via Nonconvex and Nonseparable Regularization

A Unified Successive Pseudoconvex Approximation Framework

Adaptive Diffusion Schemes for Heterogeneous Networks

Fast algorithm for the 3-D DCT-II

Simultaneous Bayesian Sparse Approximation With Structured Sparse Models

Robust Kronecker Product PCA for Spatio-Temporal Covariance Estimation

Nonconvex Regularized Robust PCA Using the Proximal Block Coordinate Descent Algorithm

A Fast Matrix Majorization-Projection Method for Penalized Stress Minimization With Box Constraints

Reconstructing Classes of Non-Bandlimited Signals From Time Encoded Information

Multidimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem

Validity of Time Reversal for Testing Granger Causality

Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure

Optimization of the Receive Filter and Transmit Sequence for Active Sensing

Rain Rate Estimation Using Measurements From Commercial Telecommunications Links

Sampling Uniformly From the Set of Positive Definite Matrices With Trace Constraint

Efficient L1-Norm Principal-Component Analysis via Bit Flipping

An Approach to Time-Frequency Analysis With Ridges of the Continuous Chirplet Transform

Design of Large Effective Apertures for Millimeter Wave Systems Using a Sparse Array of Subarrays

Energy Efficiency in MIMO Underlay and Overlay Device-to-Device Communications and Cognitive Radio Systems

A Lattice Basis Reduction Approach for the Design of Finite Wordlength FIR Filters

Mixed Monotonic Programming for Fast Global Optimization

Efficient Global Optimal Resource Allocation in Non-Orthogonal Interference Networks

Nonlinear Kalman Filtering With Divergence Minimization

Maximum-Likelihood Adaptive Filter for Partially Observed Boolean Dynamical Systems

Covariance Matrix Estimation for Massive MIMO

A blind source separation technique using second-order statistics

Improving the readability of time-frequency and time-scale representations by the reassignment method

Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition

Gauge-Adjusted Rainfall Estimates from Commercial Microwave Links

A fast spectral estimation algorithm based on the FFT

Evolutionary Spectra Based on the Multitaper Method with Application To Stationarity Test

Online low-rank tensor subspace tracking from incomplete data by CP decomposition using recursive least squares

Feature Preserving and Uniformity-Controllable Point Cloud Simplification on Graph

Estimating uncertainties in statistics computed from direct numerical simulation

SGDLibrary: A MATLAB library for stochastic optimization algorithms

Deep Learning-Based Detector for OFDM-IM

Bidirectional recurrent neural networks

Sparse Reconstruction by Separable Approximation

Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples

Diffusion LMS Strategies for Distributed Estimation

Filter Bank Property of Multivariate Empirical Mode Decomposition

The Gaussian Mixture Probability Hypothesis Density Filter

The kernel recursive least-squares algorithm

Adaptive One-Class Support Vector Machine

High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis—With an Application to Gravitational-Wave Signal

$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation