Terminology and Acronyms Reference#
This document lists all acronyms, technical terms, and words with ambiguous spelling found in the manuscript.
Acronyms#
ADMM: Alternating Descent Method of MultipliersA
ALS: Alternating Least Squares
AMT: Automatic Music Transcription
AMU: Alternating Multiplicative Updates
ANLS: Alternating Nonnegative Least Squares
AO: Alternating Optimization
APGD: Alternating Projected Gradient Descent
AS: Active-Set
BCD: Block-Coordinate Descent
BSUM: Block SUM
cDL: complete Dictionary Learning
CPD: Canonical Polyadic DecompositionA
CMTF: Coupled Matrix and Tensor Factorization
DL: Dictionary Learning
DLRA: Dictionary-based Low-Rank Approximation
EM: Expectation-Maximization
HALS: Hierarchical Alternating Least Squares
HDR: Habilitation à Diriger des Recherches
HER: Heuristic Extrapolation with Restart
HOMP: Hierarchical Orthogonal Matching Pursuit
HRSI: Homogeneous Regularized Scale-Invariant problem
GCMS: Gas Chromatography Mass Spectrometry
KL-divergence: Kullback Leibler-divergence
LCMS: Liquid Chromatography Mass Spectrometry
LRA: Low-Rank Approximation(s)
MAP: Maximum A Posteriori
mSOM: median Second-Order Majorant
MC-ALS: Maximum Correlation ALS
ML-EM: Maximum Likelihood-Expectation-Maximization
MM: Majorization Minimization
MMV: Multiple Measurement VectorA
MU: Multiplicative Updates
MSC: Mixed Sparse Coding
nCPD: Nonnegative CPD
NMF: Nonnegative Matrix Factorization
NNKL: Nonnegative Kullback-Leibler regression
NNLS: Nonnegative Least Squares
OMP: Orthogonal Matching Pursuit
PCA: Principal Component Analysis
pro-ALS: projected Alternating Least Squares
rLRA: Regularized Low-Rank Approximation(s)
RMSE: Root Mean Square Error
SNPA: Successive Nonnegative Projection Algorithm
SOM: Second-Order Majorant
SPI: Single-Pixel Imaging
SUM: Successive Upper-bound Minimization
SVD: Singular Value Decomposition