Non-smooth interpolation of graph signals

Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs

(2019) Vassilis N. Ioannidis et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Joint Network Topology and Dynamics Recovery From Perturbed Stationary Points

(2019) Hoi-To Wai et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Random sampling of bandlimited signals on graphs

(2018) Gilles Puy et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Radio Map Interpolation Using Graph Signal Processing

(2018) Alessandro Enrico Cesare Redondi   IEEE COMMUNICATIONS LETTERS

A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications

(2018) HongYun Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs

(2018) Francesco Grassi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A Graph Signal Processing Perspective on Functional Brain Imaging

(2018) Weiyu Huang et al.   PROCEEDINGS OF THE IEEE

Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics

(2018) Georgios B. Giannakis et al.   PROCEEDINGS OF THE IEEE

Graph Signal Processing: Overview, Challenges, and Applications

(2018) Antonio Ortega et al.   PROCEEDINGS OF THE IEEE

Optimal Graph-Filter Design and Applications to Distributed Linear Network Operators

(2017) Santiago Segarra et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Autoregressive Moving Average Graph Filtering

(2017) Elvin Isufi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Kernel-Based Reconstruction of Graph Signals

(2017) Daniel Romero et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Reconstruction of Graph Signals Through Percolation from Seeding Nodes

(2016) Santiago Segarra et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Signals on Graphs: Uncertainty Principle and Sampling

(2016) Mikhail Tsitsvero et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

missMDA: A Package for Handling Missing Values in Multivariate Data Analysis

(2016) Julie Josse et al.   Journal of Statistical Software

Signal Recovery on Graphs: Variation Minimization

(2015) Siheng Chen et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Discrete Signal Processing on Graphs: Sampling Theory

(2015) Siheng Chen et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Local-Set-Based Graph Signal Reconstruction

(2015) Xiaohan Wang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

mice: Multivariate Imputation by Chained Equations inR

(2015) Stef van Buuren et al.   Journal of Statistical Software

Principal component analysis with missing values: a comparative survey of methods

(2014) Stéphane Dray et al.   PLANT ECOLOGY

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

(2013) D. I. Shuman et al.   IEEE SIGNAL PROCESSING MAGAZINE

A Spectral Graph Uncertainty Principle

(2013) Ameya Agaskar et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Discrete Signal Processing on Graphs

(2013) Aliaksei Sandryhaila et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Proximal alternating linearized minimization for nonconvex and nonsmooth problems

(2013) Jérôme Bolte et al.   MATHEMATICAL PROGRAMMING

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

(2013) Yangyang Xu et al.   SIAM Journal on Imaging Sciences

Dictionary Learning

(2011) Ivana Tosic et al.   IEEE SIGNAL PROCESSING MAGAZINE

Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods

(2011) Hedy Attouch et al.   MATHEMATICAL PROGRAMMING

Multiple imputation in principal component analysis

(2011) Julie Josse et al.   Advances in Data Analysis and Classification

Wavelets on graphs via spectral graph theory

(2010) David K. Hammond et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

The Power of Convex Relaxation: Near-Optimal Matrix Completion

(2010) Emmanuel J. Candes et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Matrix Completion With Noise

(2010) Emmanuel J Candes et al.   PROCEEDINGS OF THE IEEE

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION