3 citations · 4 across the 3 of their papers we have counts for
3 papers
math.PR2007★ 3 cited
Learning about a Categorical Latent Variable under Prior Near-Ignorance
Alberto Piatti, Marco Zaffalon, Fabio Trojani +1
It is well known that complete prior ignorance is not compatible with learning, at least in a coherent theory of (epistemic) uncertainty. What is less widely known, is that there i…
cs.LG2003
Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection
Marcus Hutter, Marco Zaffalon
Given the joint chances of a pair of random variables one can compute quantities of interest, like the mutual information. The Bayesian treatment of unknown chances involves comput…
cs.AI2003★ 1 cited
Updating beliefs with incomplete observations
Gert de Cooman, Marco Zaffalon
Currently, there is renewed interest in the problem, raised by Shafer in 1985, of updating probabilities when observations are incomplete. This is a fundamental problem in general,…