On the convergence of markovian stochastic algorithms with rapidly decreasing ergodicity rates
From MaRDI portal
Publication:4238141
DOI10.1080/17442509908834179zbMath0949.65006OpenAlexW1990838964MaRDI QIDQ4238141
Publication date: 5 December 2000
Published in: Stochastics and Stochastic Reports (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/17442509908834179
Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).
Related Items (19)
Inducing wavelets into random fields via generative boosting ⋮ Improving SAMC using smoothing methods: Theory and applications to Bayesian model selection problems ⋮ An Efficient Learning Procedure for Deep Boltzmann Machines ⋮ Convergence analysis of contrastive divergence algorithm based on gradient method with errors ⋮ Trajectory averaging for stochastic approximation MCMC algorithms ⋮ Predictive coarse-graining ⋮ GSNs: generative stochastic networks ⋮ Timescale Separation in Recurrent Neural Networks ⋮ Convergence of Markovian stochastic approximation for Markov random fields with hidden variables ⋮ Markovian stochastic approximation with expanding projections ⋮ Adaptive Learning Algorithm Convergence in Passive and Reactive Environments ⋮ On the stability of some controlled Markov chains and its applications to stochastic approximation with Markovian dynamic ⋮ Convergence of Markovian Stochastic Approximation with Discontinuous Dynamics ⋮ Scalable estimation strategies based on stochastic approximations: classical results and new insights ⋮ Learning sparse FRAME models for natural image patterns ⋮ The shape Boltzmann machine: a strong model of object shape ⋮ A persistent adjoint method with dynamic time-scaling and an application to mass action kinetics ⋮ A tale of three probabilistic families: Discriminative, descriptive, and generative models ⋮ Improving Estimates of Genetic Maps: A Maximum Likelihood Approach
This page was built for publication: On the convergence of markovian stochastic algorithms with rapidly decreasing ergodicity rates