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Jun, 2023
均质空间上的潜隐式微分方程
Latent SDEs on Homogeneous Spaces
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Sebastian Zeng, Florian Graf, Roland Kwitt
TL;DR
研究在一个固定的同质化潜在空间中的矩阵李群诱导的随机微分方程类型中的变分贝叶斯推断问题,并以具有竞争力的或甚至是最先进的性能完成各种时间序列插值和分类基准测试。
Abstract
We consider the problem of
variational bayesian inference
in a
latent variable model
where a (possibly complex) observed stochastic process is governed by the solution of a latent
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