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08/19/2021
Empirical process theory for nonsmooth functions under functional dependence
We provide an empirical process theory for locally stationary processes ...
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07/12/2021
Optimally Reliable Cheap Payment Flows on the Lightning Network
Today, payment paths in Bitcoin's Lightning Network are found by searchi...
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11/26/2020
Simultaneous inference for time-varying models
A general class of time-varying regression models is considered in this ...
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11/05/2020
Statistical analysis of Wasserstein GANs with applications to time series forecasting
We provide statistical theory for conditional and unconditional Wasserst...
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09/18/2020
Forecasting time series with encoder-decoder neural networks
In this paper, we consider high-dimensional stationary processes where a...
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07/11/2020
Empirical process theory for locally stationary processes
We provide a framework for empirical process theory of locally stationar...
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02/27/2019