Concepedia

Edgar D. Klenske

ED

6

Publications

183

Citations

6

H-Index

2013

Active since

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Robert Bosch (Germany)

University of California, Berkeley

Edgar D. Klenske is an author at Max Planck Institute for Intelligent Systems specializing in engineering, process control, and systems engineering.

Top concepts

EngineeringProcess ControlSystems EngineeringRobot LearningState EstimationModel Predictive ControlUncertainty QuantificationGamesEntropyStrategy

Publications per year

2013–2021

6

Publications

6

Gaussian Process-Based Predictive Control for Periodic Error Correction

Edgar D. Klenske, Melanie N. Zeilinger, Bernhard Schölkopf et al. · IEEE Transactions on Control Systems Technology · 2015 · 99 citations

State Estimation, Hyperparameter Optimization, Nonlinear System Identification +14

Safe optimization for feedrate scheduling of power-constrained milling processes by using Gaussian processes

Leonhard Rattunde, I. V. Laptev, Edgar D. Klenske et al. · Procedia CIRP · 2021 · 22 citations · Full text

Mathematical Programming, Grey Cast Iron, Engineering +19

Nonparametric dynamics estimation for time periodic systems

Edgar D. Klenske, Melanie N. Zeilinger, Bernhard Schölkopf et al. · 2013 · 20 citations

State Estimation, Nonlinear System Identification, Parameter Identification +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

Model Optimization, Hyperparameter Estimation, Robust Optima +13

Bayesian Optimization for Policy Search in High-Dimensional Systems via Automatic Domain Selection

Lukas P. Fröhlich, Edgar D. Klenske, Christian Daniel et al. · 2019 · 13 citations

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