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06/12/2023
Prediction Algorithms Achieving Bayesian Decision Theoretical Optimality Based on Decision Trees as Data Observation Processes
In the field of decision trees, most previous studies have difficulty en...
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03/17/2023
Batch Updating of a Posterior Tree Distribution over a Meta-Tree
Previously, we proposed a probabilistic data generation model represente...
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01/24/2022
Probability Distribution on Rooted Trees
The hierarchical and recursive expressive capability of rooted trees is ...
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09/27/2021
Probability Distribution on Full Rooted Trees
The recursive and hierarchical structure of full rooted trees is applica...
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06/07/2021
A Stochastic Model for Block Segmentation of Images Based on the Quadtree and the Bayes Code for It
In information theory, lossless compression of general data is based on ...
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09/24/2020
Theoretical Analysis of the Advantage of Deepening Neural Networks
We propose two new criteria to understand the advantage of deepening neu...
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04/10/2019
Covariance Evolution for Spatially "Mt. Fuji" Coupled LDPC Codes
A spatially "Mt. Fuji" coupled low-density parity check ensemble is a mo...
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02/13/2018