Julia Vinogradska

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Active since

2016

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Technische Universität Darmstadt

Julia Vinogradska is an author at Max Planck Institute for Intelligent Systems specializing in gaussian process state-space models, gaussian processes, and optimization.

ORCID

Publications per year

2016–2020

Publications

Stability of Controllers for Gaussian Process Dynamics

Julia Vinogradska, Bastian Bischoff, Duy Nguyen-Tuong et al. · Max Planck Digital Library · 2017 · 39 citations

Engineering, Mathematics, Systems Engineering +12

Stability of controllers for Gaussian process forward models

Julia Vinogradska, Bastian Bischoff, Duy Nguyen-Tuong et al. · Max Planck Digital Library · 2016 · 26 citations

Engineering, Decision Sciences, Dynamical Systems +15

Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization

Lukas P. Fröhlich, Edgar D. Klenske, Julia Vinogradska et al. · arXiv (Cornell University) · 2020 · 18 citations · Full text

Natural Sciences, Computer Science, Mathematics +15

Numerical Quadrature for Probabilistic Policy Search

Julia Vinogradska, Bastian Bischoff, Jan Achterhold et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 13 citations

Computing, Decision Sciences, Machine Learning +12

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