164 citations · 932 across the 24 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
math.ST2016★ 21 cited
Optimal Belief Approximation
Reimar H. Leike, Torsten A. Enßlin
In Bayesian statistics probability distributions express beliefs. However, for many problems the beliefs cannot be computed analytically and approximations of beliefs are needed. W…
stat.ME2016★ 5 cited
Operator Calculus for Information Field Theory
Reimar H. Leike, Torsten A. Enßlin
Signal inference problems with non-Gaussian posteriors can be hard to tackle. Through using the concept of Gibbs free energy these posteriors are rephrased as Gaussian posteriors f…