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Multiscale blind source separation (Q1750285)

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Language	Label	Description	Also known as
English	Multiscale blind source separation	scientific article

Statements

scholarly article

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Multiscale blind source separation (English)

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zbMATH Open document ID

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10.1214/17-AOS1565

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Christopher C. Holmes

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The Annals of Statistics

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publication date

18 May 2018

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full work available at URL

https://arxiv.org/abs/1608.07173

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Mathematics Subject Classification ID

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zbMATH DE Number

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zbMATH Keywords

multiscale inference

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honest confidence sets

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change point regression

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finite alphabet linear mixture

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exact recovery

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genetic sequencing

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Sparsity-Based Recovery of Finite Alphabet Solutions to Underdetermined Linear Systems

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Computing a nonnegative matrix factorization -- provably

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Provable ICA with unknown Gaussian noise, and implications for Gaussian mixtures and autoencoders

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Estimating and Testing Linear Models with Multiple Structural Changes

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Multiscale blind source separation

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Identifiability for Blind Source Separation of Multiple Finite Alphabet Linear Mixtures

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Underdetermined blind source separation using sparse representations

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Consistencies and rates of convergence of jump-penalized least squares estimators

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Mode testing in difficult cases

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Independent component analysis, a new concept?

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Recursive computation of piecewise constant volatilities

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Local extremes, runs, strings and multiresolution. (With discussion)

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Estimating the Variance In Nonparametric Regression—What is a Reasonable Choice?

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A clustering approach for the blind separation of multiple finite alphabet sequences from a single linear mixture

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Compressed sensing

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Multiscale testing of qualitative hypotheses

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Multiscale inference about a density

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Multiscale Change Point Inference

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Wild binary segmentation for multiple change-point detection

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Asymptotically optimal difference-based estimation of variance in nonparametric regression

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Multiple Change-Point Estimation With a Total Variation Penalty

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Optimal Sparse Segment Identification With Application in Copy Number Variation Analysis

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Optimal Detection of Changepoints With a Linear Computational Cost

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Blind system identification: instantaneous mixtures of<i>n</i>sources

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Learning the parts of objects by non-negative matrix factorization

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Underdetermined blind source separation based on sparse representation

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The screening and ranking algorithm to detect DNA copy number variations

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Circular binary segmentation for the analysis of array-based DNA copy number data

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The silhouette, concentration functions and ML-density estimation under order restrictions.

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Channel identification for high speed digital communications

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Change-Points: From Sequential Detection to Biology and Back

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Tail probabilities for the null distribution of scanning statistics

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Multiscale local change point detection with applications to value-at-risk

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Estimating the Number of Clusters in a Data Set Via the Gap Statistic

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Spatial smoothing and hot spot detection for CGH data using the fused lasso

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Optimal and fast detection of spatial clusters with scan statistics

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Bayesian Non-Parametric Hidden Markov Models with Applications in Genomics

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A Modified Bayes Information Criterion with Applications to the Analysis of Comparative Genomic Hybridization Data

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Mathematics(1 entry)

mardi Publication:1750285

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