-
Covariance matrix estimation for massive MIMO
Karthik Upadhya, S. Vorobyov , I , 2018MatlabFree
-
Comparing the Robustness of Machine Learning Approaches on Spam Filtering Problems
E. Dada, J. Bassi, H. Chiroma, S. Abdulhamid, A. O. Adetunmbi, Opeyemi Emmanuel Ajibuwa , H , 2019Jupyter NotebookFree
-
Bidirectional recurrent neural networks
M. Schuster, K.K. Paliwal , I , 1997Jupyter NotebookFree
-
Shrinkage Algorithms for MMSE Covariance Estimation
Yilun Chen, A. Wiesel, Yonina C. Eldar, A. Hero , I , 2010JuliaFree
-
Shrinkage Algorithms for MMSE Covariance Estimation
Yilun Chen, A. Wiesel, Yonina C. Eldar, A. Hero , I , 2010JuliaFree
-
Multitaper Time-Frequency Reassignment for Nonstationary Spectrum Estimation and Chirp Enhancement
Jun Xiao, P. Flandrin , I , 2007MatlabFree
-
Parallel algorithms for constrained tensor factorization via alternating direction method of multipliers
A. Liavas, N. Sidiropoulos , I , 2015C++Free
-
Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models
Jing Zhang, I. Paschalidis , I , 2018PythonFree
-
Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models
Jing Zhang, I. Paschalidis , I , 2018PythonFree
-
A generic model for MIMO wireless propagation channels in Macro- and Microcells
A. Molisch , I , 2004MatlabFree
-
{NuMax: A
C. Hegde, Aswin C. Sankaranarayanan, W. Yin, Richard Baraniuk , I , 2015MatlabFree
-
Reconstruction of reflectance spectra using robust nonnegative matrix factorization
A. Hamza, D. Brady , I , 2006HTMLFree
-
AMP-Inspired Deep Networks for Sparse Linear Inverse Problems
M. Borgerding, Philip Schniter, S. Rangan , I , 2017PythonFree
-
Efficient L1-Norm Principal-Component Analysis via Bit Flipping
P. Markopoulos, S. Kundu, Shubham Chamadia, D. Pados , I , 2017PythonFree
-
On-The-Fly Approximation of Multivariate Total Variation Minimization
Jordan Frécon, N. Pustelnik, P. Abry, Laurent Condat , I , 2016MATLABFree
-
Rain Rate Estimation Using Measurements From Commercial Telecommunications Links
O. Goldshtein, H. Messer, A. Zinevich , I , 2009RFree
-
Location-free Spectrum Cartography
Yves Teganya, Daniel Romero, Luis Miguel Lopez Ramos, B. Beferull-Lozano , I , 2019MATLABFree
-
Mobile Adaptive Networks
Sheng-Yuan Tu, A. Sayed , I , 2011MatlabFree
-
Focused blind deconvolution
P. Bharadwaj, L. Demanet, Aimé Fournier , I , 2019JuliaFree
-
Focused blind deconvolution
P. Bharadwaj, L. Demanet, Aimé Fournier , I , 2019JuliaFree
-
A multiplicative algorithm for convolutive non-negative matrix factorization based on squared euclidean distance
Wenwu Wang, A. Cichocki, J. Chambers , I , 2009PythonFree
-
Multidimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem
Shaogang Wang, Vishal M. Patel, A. Petropulu , I , 2019MATLABFree
-
Empirical Arithmetic Averaging Over the Compact Stiefel Manifold
Tetsuya Kaneko, S. Fiori, Toshihisa Tanaka , I , 2013Jupyter NotebookFree
-
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing
R. Borsoi, Tales Imbiriba, J. Bermudez , I , 2020MATLABFree
-
A Fast Matrix Majorization-Projection Method for Penalized Stress Minimization with Box Constraint
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi , I , 2018MATLABFree
-
Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation
Konstantinos Benidis, Ying Sun, Prabhu Babu, Daniel P. Palomar , IEEE Transactions on Signal Processing , 2016RFree
-
Robust kronecker product PCA for spatio-temporal covariance estimation
Kristjan Greenewald, Alfred O. Hero , IEEE Transactions on Signal Processing , 2015MATLABFree
-
Scalable mean-field sparse Bayesian learning
Bradley Worley , I , 2019PythonFree
-
Superfast Line Spectral Estimation
T. L. Hansen, B. Fleury, B. Rao , I , 2018MatlabFree
-
Recursive Weighted Myriad Based Filters and Their Optimizations
J. Ramírez, J. L. Paredes , I , 2016MatlabFree
-
Joint CFO and channel estimation in millimeter wave systems with one-bit ADCs
Nitin Jonathan Myers, R. Heath , 2 , 2017MatlabFree
-
Optimal Pivot Selection in Fast Weighted Median Search
A. Rauh, G. Arce , I , 2012C++Free
-
A Novel a Priori State Computation Strategy for the Unscented Kalman Filter to Improve Computational Efficiency
Sanat K. Biswas, L. Qiao, A. Dempster , I , 2017MATLABFree
-
Efficient Sensor Selection with Application to Time Varying Graphs
Buddhika L. Samarakoon, Manohar N. Murthi, Kamal Premaratne , 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) , 2018PythonFree
-
Shrinkage Algorithms for MMSE Covariance Estimation
Yilun Chen, Ami Wiesel, Yonina C. Eldar, Alfred O. Hero , IEEE Transactions on Signal Processing , 2010JuliaFree
-
Focused blind deconvolution
P. Bharadwaj, L. Demanet, Aimé Fournier , I , 2019JuliaFree
-
Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification
Vinícius R. Carvalho, Márcio F.D. Moraes, Antônio P. Braga, Eduardo M.A.M. Mendes , B , 2020PythonFree
-
Robust Kalman filter based on a generalized maximum-likelihood-type estimator
M. Gandhi, L. Mili , I , 2010PythonFree
-
Improved discrete definition of quadratic time–frequency distributions
J. M. O'Toole, M. Mesbah, B. Boashash , I , 2010MatlabFree
-
Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support
Jianbo Ye, P. Wu, J. Z. Wang, Jia Li , I , 2017CFree
-
Microphone array processing for parametric spatial audio techniques
Archontis Politis , A , 2016MatlabFree
-
A General Description of Linear Time-Frequency Transforms and Formulation of a Fast, Invertible Transform That Samples the Continuous S-Transform Spectrum Nonredundantly
R. Brown, M. L. Lauzon, R. Frayne , I , 2010CFree
-
A General Description of Linear Time-Frequency Transforms and Formulation of a Fast, Invertible Transform That Samples the Continuous S-Transform Spectrum Nonredundantly
R. Brown, M. L. Lauzon, R. Frayne , I , 2010CFree
-
Semi-Blind Signal Recovery in Impulsive Noise with L1-PCA
A. Gannon, George Sklivanitis, P. Markopoulos, D. Pados, S. Batalama , 2 , 2018MatlabFree
-
Toward a computation channel for digital signal processing systems
D. Anastasia, Y. Andreopoulos , I , 2012C++Free
-
Subspace Tracking from Missing and Outlier Corrupted Data
Praneeth Narayanamurthy, Vahid Daneshpajooh, N. Vaswani , I , 2019MATLABFree
-
Sparse Signal Recovery via Generalized Entropy Functions Minimization
Shuai Huang, T. Tran , I , 2019MATLABFree
-
Variational Bayesian inference for a non-linear forward model
M. Chappell, A. Groves, Brandon Whitcher, M. Woolrich , I , 2009ShellFree
-
A Poisson-Gaussian Denoising Dataset with Real Fluorescence Microscopy Images
Yide Zhang, Yinhao Zhu, Evan Nichols, Qingfei Wang, Siyuan Zhang, Cody Smith, Scott Howard , 2 , 2018PythonFree
-
Efficient sequential Monte-Carlo samplers for Bayesian inference
T. Nguyen, F. Septier, G. Peters, Y. Delignon , I , 2016PythonFree
-
Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data
Yi Zhou, T. Wang, Ronghua Hu, Hangsheng Su, Yi Liu, Xiaoming Liu, Jidong Suo, H. Snoussi , I , 2019PythonFree
-
Diffusion Maps Kalman Filter for a Class of Systems with Gradient Flows
Tal Shnitzer, R. Talmon, J. Slotine , I , 2020MATLABFree
-
Fast fundamental frequency estimation: Making a statistically efficient estimator computationally efficient
J. Nielsen, T. L. Jensen, J. Jensen, M. G. Christensen, S. H. Jensen , S , 2017C++Free
-
Trainlets: Dictionary Learning in High Dimensions
Jeremias Sulam, B. Ophir, M. Zibulevsky, Michael Elad , I , 2016MatlabFree
-
Distributed Compressive Sensing: A Deep Learning Approach
Hamid Palangi, Rabab Ward, Li Deng , IEEE Transactions on Signal Processing , 2016MatlabFree
-
Faster independent component analysis by preconditioning with Hessian approximations
Pierre Ablin, Jean-Francois Cardoso, Alexandre Gramfort , IEEE Transactions on Signal Processing , 2018PythonFree
-
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters
R. Levie, Federico Monti, X. Bresson, M. Bronstein , I , 2019Jupyter NotebookFree
-
An Exact and Fast Computation of Discrete Fourier Transform for Polar and Spherical Grid
Syed Alam Abbas, Qiyu Sun, Hassan Foroosh , IEEE Transactions on Signal Processing , 2016MatlabFree
-
The Gaussian Mixture Probability Hypothesis Density Filter
B. Vo, Wing-Kin Ma , I , 2006PythonFree
-
AMP-Inspired Deep Networks for Sparse Linear Inverse Problems
M. Borgerding, Philip Schniter, S. Rangan , I , 2017PythonFree
-
Non-Linear DSGE Models and The Optimized Central Difference Particle Filter
Martin M. Andreasen , J , 2011MATLABFree
-
Kernel methods for nonlinear identification, equalization and separation of signals
Steven Van Vaerenbergh , P , 2010MATLABFree
-
Spread Spectrum Watermarking of Audio Signals
D. Kirovski, H. Malvar , I , 2003CFree
-
A Comparative Study of Kernel Adaptive Filtering Algorithms
S. Van Vaerenbergh, I. Santamaría , 2 , 2013MATLABFree
-
Learning the dynamics of arterial traffic from probe data using a dynamic Bayesian network
Aude Hofleitner, Ryan Herring, Pieter Abbeel, Alexandre Bayen , IEEE Transactions on Intelligent Transportation Systems , 2012PythonFree
-
Spatial-temporal traffic speed patterns discovery and incomplete data recovery via SVD-combined tensor decomposition
Xinyu Chen, Zhaocheng He, Jiawei Wang , Transportation Research Part C: Emerging Technologies , 2017Jupyter NotebookFree
-
Compressed Sensing With Prior Information: Strategies, Geometry, and Bounds
J. Mota, N. Deligiannis, M. Rodrigues , I , 2017MatlabFree
-
Compressed sensing with side information: Geometrical interpretation and performance bounds
J. Mota, N. Deligiannis, M. Rodrigues , 2 , 2014MatlabFree
-
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 , 2006MATLABFree
-
A Fast Interior Point Method for Atomic Norm Soft Thresholding
T. L. Hansen, T. Jensen , IEEE Transactions on Signal Processing , 2019MatlabFree
-
Decentralized Equalization With Feedforward Architectures for Massive MU-MIMO
Charles Jeon, Kaipeng Li, J. Cavallaro, Christoph Studer , IEEE Transactions on Signal Processing , 2019MATLABFree
-
Channel Training for Analog FDD Repeaters: Optimal Estimators and Cramér–Rao Bounds
Stefan Wesemann, T. Marzetta , IEEE Transactions on Signal Processing , 2017RFree
-
$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
M. Aharon, Michael Elad, A. Bruckstein , IEEE Transactions on Signal Processing , 2006MultipleFree
-
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 , 2017MATLABFree
-
Adaptive One-Class Support Vector Machine
V. Gómez-Verdejo, J. Arenas-García, Miguel Lázaro-Gredilla, Á. Navia-Vázquez , IEEE Transactions on Signal Processing , 2017C++Free
-
The kernel recursive least-squares algorithm
Y. Engel, Shie Mannor, R. Meir , IEEE Transactions on Signal Processing , 2010JuliaFree
-
The Gaussian Mixture Probability Hypothesis Density Filter
B. Vo, W. Ma , IEEE Transactions on Signal Processing , 2017MatlabFree
-
Filter Bank Property of Multivariate Empirical Mode Decomposition
N. Rehman, D. Mandic , IEEE Transactions on Signal Processing , 2017MATLABFree
-
Diffusion LMS Strategies for Distributed Estimation
Federico S. Cattivelli, A. Sayed , IEEE Transactions on Signal Processing , 2017MatlabFree
-
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 , 2018MATLABFree
-
Sparse Reconstruction by Separable Approximation
Stephen J. Wright, R. Nowak, Mário A. T. Figueiredo , IEEE Transactions on Signal Processing , 2018Jupyter NotebookFree
-
Bidirectional recurrent neural networks
Mike Schuster, K. Paliwal , IEEE Transactions on Signal Processing , 2020Jupyter NotebookFree
-
Deep Learning-Based Detector for OFDM-IM
Thien Van Luong, Y. Ko, Ngo Anh Vien, D. Nguyen, Michail Matthaiou , IEEE Wireless Communications Letters , 2019Jupyter NotebookFree
-
SGDLibrary: A MATLAB library for stochastic optimization algorithms
H. Kasai , J. Mach. Learn. Res. , 2017TerraFree
-
Estimating uncertainties in statistics computed from direct numerical simulation
Todd A. Oliver, N. Malaya, R. Ulerich, R. Moser , Physics of Fluids , 2014C++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) , 2019MATLABFree
-
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) , 2016MatlabFree
-
Evolutionary Spectra Based on the Multitaper Method with Application To Stationarity Test
Y. Xiang, J. Ding, V. Tarokh , IEEE Transactions on Signal Processing , 2018RFree
-
A fast spectral estimation algorithm based on the FFT
P. Gough , IEEE Transactions on Signal Processing , 1994Jupyter NotebookFree
-
Gauge-Adjusted Rainfall Estimates from Commercial Microwave Links
M. Fencl, M. Dohnal, J. Rieckermann, V. Bares , IEEE Transactions on Signal Processing , 2017RFree
-
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 , 2019MATLABFree
-
Improving the readability of time-frequency and time-scale representations by the reassignment method
F. Auger, P. Flandrin , IEEE Transactions on Signal Processing , 1995PythonFree
-
A blind source separation technique using second-order statistics
A. Belouchrani, K. Abed-Meraim, Jean-François Cardoso, E. Moulines , IEEE Transactions on Signal Processing , 1997PythonFree
-
Covariance Matrix Estimation for Massive MIMO
K. Upadhya, S. Vorobyov , IEEE Signal Processing Letters , 2018MatlabFree
-
Maximum-Likelihood Adaptive Filter for Partially Observed Boolean Dynamical Systems
M. Imani, Ulisses Braga-Neto , IEEE Transactions on Signal Processing , 2017PythonFree
-
Nonlinear Kalman Filtering With Divergence Minimization
San Gultekin, John W. Paisley , IEEE Transactions on Signal Processing , 2017MatlabFree
-
Efficient Global Optimal Resource Allocation in Non-Orthogonal Interference Networks
B. Matthiesen, E. Jorswieck , IEEE Transactions on Signal Processing , 2019C++Free
-
Mixed Monotonic Programming for Fast Global Optimization
B. Matthiesen, C. Hellings, E. Jorswieck, W. Utschick , IEEE Transactions on Signal Processing , 2020C++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 , 2018C++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 , 2017MATLABFree