Environmetrics, Volume 37, Issue 1, January 2026.ABSTRACT Classic Bayesian methods with complex environmental models are frequently infeasible due to an intractable likelihood. Simulation‐based inference methods, such as neural posterior estimation, calculate posteriors without accessing a likelihood function by leveraging the fact that data can be quickly simulated from the model, but converge ...
Elliot Maceda +3 more
wiley +1 more source
A Bayesian approach to convolutive nonnegative matrix factorization for blind speech dereverberation
, 2018 Francisco Ibarrola +2 more
openalex +2 more sources
Improving knowledge on the activation of bone marrow fibroblasts in MGUS and MM disease through the automatic extraction of genes via a nonnegative matrix factorization approach on gene expression profiles [PDF]
, 2018 Angelina Boccarelli +5 more
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Robust constrained weighted least squares for in vivo human cardiac diffusion kurtosis imaging
Magnetic Resonance in Medicine, Volume 95, Issue 1, Page 220-233, January 2026.Abstract Purpose Cardiac diffusion tensor imaging (cDTI) can investigate the microstructure of heart tissue. At sufficiently high b‐values, additional information on microstructure can be observed, but the data require a representation such as diffusion kurtosis imaging (DKI).
Sam Coveney +6 more
wiley +1 more source
Nonnegative matrix factorization with Wasserstein metric-based regularization for enhanced text embedding. [PDF]
PLoS OneLi M, Wang X, Li C, Zeng A.
europepmc +1 more source
MHSNMF: multi-view hessian regularization based symmetric nonnegative matrix factorization for microbiome data analysis. [PDF]
BMC Bioinformatics, 2020 Ma Y, Zhao J, Ma Y.
europepmc +1 more source
FTheoryTools: Advancing Computational Capabilities for F‐Theory Research
Fortschritte der Physik, Volume 74, Issue 1, January 2026.Abstract A primary goal of string phenomenology is to identify realistic four‐dimensional physics within the landscape of string theory solutions. In F‐theory, such solutions are encoded in the geometry of singular elliptic fibrations, whose study often requires particularly challenging and cumbersome computations.
Martin Bies +2 more
wiley +1 more source
Nonnegative matrix factorization for analyzing state dependent neuronal network dynamics in calcium recordings. [PDF]
Sci RepCarbonero D +3 more
europepmc +1 more source
NITUMID: Nonnegative matrix factorization-based Immune-TUmor MIcroenvironment Deconvolution. [PDF]
Bioinformatics, 2020 Tang D, Park S, Zhao H.
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