Bayesian Inversion by ω-complete cone duality
The process of inverting Markov kernels relates to the important subject of Bayesian modelling and learning. In fact, Bayesian update is exactly kernel inversion. In this paper, we investigate how and when Markov kernels (aka stochastic relations, or probabilistic mappings, or simply kernels) can be...
Hlavní autoři: | Dahlqvist, F, Danos, V, Garnier, I, Kammar, O |
---|---|
Médium: | Conference item |
Vydáno: |
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
2016
|
Podobné jednotky
-
Weak upper topologies and duality for cones
Autor: Klaus Keimel
Vydáno: (2015-09-01) -
Symmetric duality in complex spaces over cones
Autor: Ahmad Izhar, a další
Vydáno: (2021-01-01) -
On locally compact semitopological O-bisimple inverse ω-semigroups
Autor: Gutik Oleg
Vydáno: (2018-04-01) -
Higher order fractional variational symmetric duality over cone constraints
Autor: Khatri Sony, a další
Vydáno: (2023-01-01) -
Duality theorem over the cone of monotone functions and sequences in higher dimensions
Autor: Heinig Hans P, a další
Vydáno: (2002-01-01)