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12/31/2020
Adaptive Quantile Computation for Brownian Bridge in Change-Point Analysis
As an example for the fast calculation of distributional parameters of G...
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10/23/2020
A Data-driven Change-point Estimator
The q-weighted CUSUM and their corresponding estimator are well known st...
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06/11/2020
A Generalised Linear Model Framework for Variational Autoencoders based on Exponential Dispersion Families
Although variational autoencoders (VAE) are successfully used to obtain ...
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03/26/2020
A lower bound for the ELBO of the Bernoulli Variational Autoencoder
We consider a variational autoencoder (VAE) for binary data. Our main in...
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10/29/2018