Showing 41–58 of 58 results
/ Date/ Name
Aug 2, 2017ELFI: Engine for Likelihood-Free InferenceDec 30, 2023Stratified distance space improves the efficiency of sequential samplers for approximate Bayesian computationJul 8, 2020Generalised Bayes Updates with $f$-divergences through Probabilistic ClassifiersApr 8, 2021Approximate Bayesian inference from noisy likelihoods with Gaussian process emulated MCMCMay 22, 2022Nonparametric likelihood-free inference with Jensen-Shannon divergence for simulator-based models with categorical outputApr 9, 2019Meta-analysis of Bayesian analysesFeb 17, 2025Surrogate-based ABC matches generalized Bayesian inference under specific discrepancy and kernel choicesJul 18, 2014Likelihood-free inference via classificationOct 3, 2013Computing Exact Clustering Posteriors with Subset ConvolutionOct 3, 2013Learning Chordal Markov Networks by Constraint SatisfactionNov 6, 2012Genome-wide association studies with high-dimensional phenotypesFeb 19, 2015Outage Capacity of Rayleigh Product Channels: a Free Probability ApproachSep 8, 2014Stratified Gaussian Graphical ModelsDec 2, 2016Inferring Cognitive Models from Data using Approximate Bayesian ComputationNov 30, 2016Likelihood-free inference by ratio estimationAug 30, 2017Efficient Bayesian Inference of Atomistic Structure in Complex Functional MaterialsSep 23, 2015Fast k-NN searchSep 7, 2016Doubly Stochastic Neighbor Embedding on Spheres