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stat.ML2022★ 1 cited
Bézier Curve Gaussian Processes
Ronny Hug, Stefan Becker, Wolfgang Hübner +2
Probabilistic models for sequential data are the basis for a variety of applications concerned with processing timely ordered information. The predominant approach in this domain i…
stat.ML2019
Modeling continuous-time stochastic processes using -Curve mixtures
Ronny Hug, Wolfgang Hübner, Michael Arens
Representations of sequential data are commonly based on the assumption that observed sequences are realizations of an unknown underlying stochastic process, where the learning pro…