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Sep, 2023
一种基于三元马尔可夫链的概率半监督方法
A Probabilistic Semi-Supervised Approach with Triplet Markov Chains
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Katherine Morales, Yohan Petetin
TL;DR
本文提出了一种基于变分贝叶斯推理的通用框架，用于在半监督环境中训练参数化的三元马尔可夫链模型，从而实现对顺序贝叶斯分类的多种生成模型的半监督算法。
Abstract
triplet markov chains
are general
generative models
for
sequential data
which take into account three kinds of random variables: (noisy) o
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