5 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.IT2011★ 5 cited
(Non-)Equivalence of Universal Priors
Ian Wood, Peter Sunehag, Marcus Hutter
Ray Solomonoff invented the notion of universal induction featuring an aptly termed "universal" prior probability function over all possible computable environments. The essential…
math.PR2009★ 2 cited
Exact Non-Parametric Bayesian Inference on Infinite Trees
Marcus Hutter
Given i.i.d. data from an unknown distribution, we consider the problem of predicting future items. An adaptive way to estimate the probability density is to recursively subdivide…