Variational representations of annealing paths: Bregman information under monotonic embedding

DOI10.1007/S41884-023-00129-6MaRDI QIDQ6558546

Publication date: 19 June 2024

Published in: Information Geometry (Search for Journal in Brave)

Markov chain Monte Carlo Bregman divergence quasi-arithmetic means gauge freedom non-parametric information geometry Bregman information annealing paths monotone embedding

Mathematics Subject Classification ID

Information theory (general) (94A15) Equilibrium statistical mechanics (82Bxx) Sufficiency and information (62Bxx)

Cites Work

Title not available (Why is that?)
Title not available (Why is that?)
Title not available (Why is that?)
Title not available (Why is that?)
Title not available (Why is that?)
Title not available (Why is that?)
Title not available (Why is that?)
Nonparametric information geometry: from divergence function to referential-representational biduality on statistical manifolds
A differential geometric approach to statistical inference on the basis of contrast functionals
Entropy differential metric, distance and divergence measures in probability spaces: A unified approach
Families of alpha-, beta- and gamma-divergences: flexible and robust measures of similarities
A \(q\)-exponential statistical Banach manifold
Dual connections in nonparametric classical information geometry
Information geometry and its applications
Second order efficiency of minimum contrast estimators in a curved exponential family
A Monte Carlo method for high dimensional integration
Why least squares and maximum entropy? An axiomatic approach to inference for linear inverse problems
The sample size required in importance sampling
Rho-tau embedding and gauge freedom in information geometry
Sur la notion de la moyenne.
Differential geometry of curved exponential families. Curvatures and information loss
A infinite-dimensional geometric structure on the space of all the probability measures equivalent to a given one
Possible generalization of Boltzmann-Gibbs statistics.
The geometric foundations of Hamiltonian Monte Carlo
Information geometry associated with generalized means
Path Connectedness on a Space of Probability Density Functions
Rényi Divergence and Kullback-Leibler Divergence
Generalised Thermostatistics
Divergence measures based on the Shannon entropy
Information Theory and Statistical Mechanics
Sequential Monte Carlo Samplers
Introduction to Nonextensive Statistical Mechanics
On the Optimality of Conditional Expectation as a Bregman Predictor
Functional Bregman Divergence and Bayesian Estimation of Distributions
Robust and efficient estimation by minimising a density power divergence
Divergence Function, Duality, and Convex Analysis
Information Geometry of U-Boost and Bregman Divergence
Tsallis and Rényi Deformations Linked via a New λ-Duality
The Burbea-Rao and Bhattacharyya Centroids
Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization
Information Geometry
A Riemannian Geometry in the q-Exponential Banach Manifold Induced by q-Divergences
Integration of Stochastic Models by Minimizing α-Divergence
Information radius
Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
A new one-parameter deformation of the exponential function

This page was built for publication: Variational representations of annealing paths: Bregman information under monotonic embedding

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6558546)