3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.AI2013★ 1 cited
A Construction of Bayesian Networks from Databases Based on an MDL Principle
Joe Suzuki
This paper addresses learning stochastic rules especially on an inter-attribute relation based on a Minimum Description Length (MDL) principle with a finite number of examples, ass…
cs.IT2010★ 3 cited
A Generalization of the Chow-Liu Algorithm and its Application to Statistical Learning
Joe Suzuki
We extend the Chow-Liu algorithm for general random variables while the previous versions only considered finite cases. In particular, this paper applies the generalization to Suzu…
cs.IT2010
Nonparametric Estimation and On-Line Prediction for General Stationary Ergodic Sources
Joe Suzuki
We proposed a learning algorithm for nonparametric estimation and on-line prediction for general stationary ergodic sources. We prepare histograms each of which estimates the proba…