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Jun, 2022
非线性连续加权有限自动机进行顺序密度估计
Sequential Density Estimation via NCWFAs Sequential Density Estimation via Nonlinear Continuous Weighted Finite Automata
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Tianyu Li, Bogdan Mazoure, Guillaume Rabusseau
TL;DR
本文提出非线性连续加权有限状态机(NCWFAs)和RNADE-NCWFA模型来处理连续随机变量序列的概率密度函数估计问题,并且我们的模型优于传统基线方法以及高斯HMM模型。
Abstract
weighted finite automata
(WFAs) have been widely applied in many fields. One of the classic problems for WFAs is
probability distribution estimation
over sequences of discrete symbols. Although WFAs have been ext
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