Keywords: بایس متغیر; Bayesian Neural Networks; Variational Bayes; Online learning; Active learning;
مقالات ISI بایس متغیر (ترجمه نشده)
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Keywords: بایس متغیر; Bayesian statistical model; Dirichlet mixture model; Spatial smoothness constraints; Variational Bayes; Image segmentation;
Keywords: بایس متغیر; Approximate Bayesian computations; Stochastic gradient ascent; Synthetic likelihood; Variational Bayes;
Keywords: بایس متغیر; Nonlinear system identification; Dynamical modeling; Robust modeling; Gaussian Process; Outliers; Variational Bayes;
Keywords: بایس متغیر; Non-rigid registration; Bayesian modelling; Sparse structured prior; Variational Bayes; ARD; Cardiac Imaging;
Keywords: بایس متغیر; Gaussian processes; Variational Bayes; Matrix decomposition; Factor models; Data completion; Human motion; Gaussian process latent variable models; Multi-task learning; Unsupervised learning;
Keywords: بایس متغیر; Condition-based monitoring; Gas turbine engine; Prognostics; Bayesian hierarchical model; Variational Bayes
Keywords: بایس متغیر; Image segmentation; Bayesian inference; Variational Bayes; Neuroimaging; MRI;
Keywords: بایس متغیر; Uncertainty quantification; Variational Bayes; Optimization; Dimensionality reduction; Dictionary learning;
Keywords: بایس متغیر; Blind deconvolution; Motion deblurring; Hierarchical prior; Jeffreys; Variational Bayes; Iteratively reweighted least squares;
Keywords: بایس متغیر; Collaborative filtering; Scalable learning; Probabilistic model; Latent variables; Variational Bayes
Keywords: بایس متغیر; Scene understanding; Unsupervised learning; Clustering; Hierarchical Bayesian models; Topic models; Variational Bayes
Keywords: بایس متغیر; Automatic model selection; Binary Factor Analysis; Variational Bayes; Bayesian Ying-Yang
Keywords: بایس متغیر; Automatic model selection; Mixture of factor analyzers; Local factor analysis; Variational Bayes; Bayesian Ying-Yang; Dirichlet–Normal–Gamma
Keywords: بایس متغیر; Bayes NMF; Variational Bayes; Bayesian optimality criterion; Generalized Lee–Seung update rules
Keywords: بایس متغیر; Social network analysis; Variational Bayes; Latent Position Cluster Model;
Keywords: بایس متغیر; Variational Bayes; Fixed effects; Random effects; Normal-binomial; Balanced accuracy; Bayesian inference; Group studies;
Bayesian denoising hashing for robust image retrieval
Keywords: بایس متغیر; Image retrieval; Denoising hashing; Probabilistic model; Variational Bayes;
Deep learning with t-exponential Bayesian kitchen sinks
Keywords: بایس متغیر; Random kitchen sinks; Student's-t distribution; t-divergence; Variational bayes;
Variational Bayesian inversion for hierarchical unsupervised generative embedding (HUGE)
Keywords: بایس متغیر; fMRI; DCM; Variational Bayes; Translational neuromodeling; Computational psychiatry; Spectrum diseases; Clustering;
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections
Keywords: بایس متغیر; Synthesis; Registration; Variational bayes; Histology reconstruction;
Fast approximation of variational Bayes Dirichlet process mixture using the maximization-maximization algorithm
Keywords: بایس متغیر; Fast Bayesian nonparametrics; Dirichlet process mixture; Gaussian mixture model; Variational Bayes; Variational maximization-maximization algorithm;
Serial correlations in single-subject fMRI with sub-second TR
Keywords: بایس متغیر; fMRI analysis; Autocorrelation; Simultaneous multislice (SMS); Autoregressive model; Physiological noise; Variational Bayes;
A Variational Bayesian inference method for parametric imaging of PET data
Keywords: بایس متغیر; Positron Emission Tomography; Variational Bayes; Voxel-wise kinetic analysis; L[1-11C]leucine; [18F]FDG; [11C]WAY-100635;
SEEG dipole source localization based on an empirical Bayesian approach taking into account forward model uncertainties
Keywords: بایس متغیر; Electrical source imaging; Stereo-electroencephalography (SEEG); Inverse problem; Variational Bayes; Intracerebral Electrical Stimulation (ICS); Interictal spikes;
Fast Bayesian whole-brain fMRI analysis with spatial 3D priors
Keywords: بایس متغیر; fMRI; Spatial priors; Variational Bayes; Markov chain Monte Carlo; Gaussian Markov random fields; General linear model;
Regression DCM for fMRI
Keywords: بایس متغیر; Bayesian regression; Dynamic causal modeling; Variational Bayes; Generative model; Effective connectivity; Connectomics;
Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution
Keywords: بایس متغیر; Outliers; Robust estimation; Student-t distribution; Variational Bayes; Mixture of experts; Bifurcating mechanical structures;
Operational modal identification using variational Bayes
Keywords: بایس متغیر; Operational modal analysis; Variational Bayes; System identification; State space model; Linear time-invariant system;
Discriminative subspace modeling of SNR and duration variabilities for robust speaker verification
Keywords: بایس متغیر; Speaker verification; Duration variation; SNR mismatch; Variational Bayes; I-vector; PLDA;
State transition analysis of spontaneous branch migration of the Holliday junction by photon-based single-molecule fluorescence resonance energy transfer
Keywords: بایس متغیر; Single-molecule measurement; FRET; Conformational dynamics; Variational Bayes; Hidden Markov model; Single photon counting;
Variational Inference for Acoustic Unit Discovery
Keywords: بایس متغیر; Bayesian non-parametric; Variational Bayes; acoustic unit discovery
Transdimensional sequential Monte Carlo using variational Bayes — SMCVB
Keywords: بایس متغیر; Transdimensional sequential Monte Carlo; Variational Bayes; Bayesian analysis; Mixture models
A Bayesian nonparametric approach for uncovering rat hippocampal population codes during spatial navigation
Keywords: بایس متغیر; Hidden Markov model; Stick-breaking process; Hierarchical Dirichlet process; Bayesian nonparametric inference; Variational Bayes; Markov chain Monte Carlo; Gibbs sampler; Hamiltonian Monte Carlo; Population codes
A latent Beta-Liouville allocation model
Keywords: بایس متغیر; Latent topic models; Count data; Beta-Liouville distribution; Variational Bayes; Graphical models; Text classification; Scene categorization; Action recognition
Variational Bayes for assessment of dynamic quantile forecasts
Keywords: بایس متغیر; Bayesian testing; Hypothesis testing; Bayes factor; Variational Bayes; Value-at-Risk; Quantile forecasting;
Model based Bayesian compressive sensing via Local Beta Process
Keywords: بایس متغیر; Compressive Sensing; Structured sparsity; Beta process; Variational Bayes;
Adaptive Metropolis algorithm using variational Bayesian adaptive Kalman filter
Keywords: بایس متغیر; Markov chain Monte Carlo; Adaptive Metropolis algorithm; Adaptive Kalman filter; Variational Bayes
MEG source reconstruction based on identification of directed source interactions on whole-brain anatomical networks
Keywords: بایس متغیر; MEG source reconstruction; Multivariate autoregressive model; Effective connectivity; Anatomical connectivity; Prior knowledge; Variational Bayes;
A variational Bayes model for count data learning and classification
Keywords: بایس متغیر; Latent topic models; Count data; Generalized Dirichlet distribution; Variational Bayes; Text classification; Visual scene categorization
Dissecting psychiatric spectrum disorders by generative embedding
Keywords: بایس متغیر; Clustering; Clinical validation; Balanced purity; Schizophrenia; Variational Bayes
A switching multi-scale dynamical network model of EEG/MEG
Keywords: بایس متغیر; Source localisation; Inverse problem; Electromagnetic tomography; State-space models; Variational Bayes; Clustering; Dynamical Causal Models; Negative Free Energy;
A nonparametric Bayesian approach toward robot learning by demonstration
Keywords: بایس متغیر; Gaussian mixture regression; Robot learning by demonstration; Dirichlet process; Variational Bayes; Nonparametric statistics
Divergence measures and a general framework for local variational approximation
Keywords: بایس متغیر; Local variational approximation; Bayesian learning; Divergence measure; Variational Bayes
A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures
Keywords: بایس متغیر; Hidden Markov models; Student's-t distribution; Variational Bayes; Speaker identification; Robotic task failure; Violence detection
Multivariate dynamical systems models for estimating causal interactions in fMRI
Keywords: بایس متغیر; Causality; Dynamical systems; Variational Bayes; Bilinear; Expectation maximization; Kalman smoother; Deconvolution;
Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors
Keywords: بایس متغیر; Multimodal fusion; M/EEG source localization; Spatial adaptivity; Total variation; Variational Bayes;
Interactive unsupervised classification and visualization for browsing an image collection
Keywords: بایس متغیر; Variational Bayes; Image browsing; Interactive visualization
Visualization of multi-neuron activity by simultaneous optimization of clustering and dimension reduction
Keywords: بایس متغیر; Population of neurons; Principal component analysis; Variational Bayes; Inferior temporal cortex
Technical NoteA Bayesian spatiotemporal model for very large data sets
Keywords: بایس متغیر; fMRI; Spatiotemporal models; Gaussian Markov random fields; Graph-Laplacian; Conditional autoregressive priors; Spatially-informed voxel-wise priors; Variational Bayes;