18 citations · 43 across the 5 of their papers we have counts for
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physics.data-an2000★ 2 cited
Maximally Informative Statistics
David R. Wolf, Edward I. George
In this paper we propose a Bayesian, information theoretic approach to dimensionality reduction. The approach is formulated as a variational principle on mutual information, and se…
cs.CV2000★ 18 cited
A Bayesian Reflection on Surfaces
David R. Wolf
The topic of this paper is a novel Bayesian continuous-basis field representation and inference framework. Within this paper several problems are solved: The maximally informative…