Jianya Lu

activity

20202025

most citedAlmost sure invariance principle of

β -

mixing time series in Hilbert space

1 citations · 1 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2022

Distribution estimation and change-point estimation for time series via DNN-based GANs

Jianya Lu, Yingjun Mo, Zhijie Xiao +2

The generative adversarial networks (GANs) have recently been applied to estimating the distribution of independent and identically distributed data, and have attracted a lot of re…

math.PR2022★ 1 cited

Almost sure invariance principle of $β -$ mixing time series in Hilbert space

Jianya Lu, Wei Biao Wu, Zhijie Xiao +1

Inspired by \citet{Berkes14} and \citet{Wu07}, we prove an almost sure invariance principle for stationary $β -$ mixing stochastic processes defined on Hilbert space. Our result can…

Distribution estimation and change-point estimation for time series via DNN-based GANs

Almost sure invariance principle of β−mixing time series in Hilbert space

Almost sure invariance principle of $β -$ mixing time series in Hilbert space