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Robert Sicks
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 4
Top Topics
Denoising
Temporal Evolution
Linear Models
Lower Bounding
Top Venues
CoRR
J. Mach. Learn. Res.
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Publications
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Robert Sicks
,
Stefanie Grimm
,
Ralf Korn
,
Ivo Richert
Estimating the Value-at-Risk by Temporal VAE.
CoRR
(2021)
Robert Sicks
,
Ralf Korn
,
Stefanie Schwaar
A Generalised Linear Model Framework for β-Variational Autoencoders based on Exponential Dispersion Families.
J. Mach. Learn. Res.
22 (2021)
Robert Sicks
,
Ralf Korn
,
Stefanie Schwaar
A Generalised Linear Model Framework for Variational Autoencoders based on Exponential Dispersion Families.
CoRR
(2020)
Robert Sicks
,
Ralf Korn
,
Stefanie Schwaar
A lower bound for the ELBO of the Bernoulli Variational Autoencoder.
CoRR
(2020)