| Gaussian process-based predictive control for periodic error correction ED Klenske, MN Zeilinger, B Schölkopf, P Hennig IEEE Transactions on Control Systems Technology 24 (1), 110-121, 2015 | 121 | 2015 |
| Dual control for approximate bayesian reinforcement learning ED Klenske, P Hennig Journal for Machine Learning Research 17 (127), 1-30, 2016 | 65 | 2016 |
| Noisy-input entropy search for efficient robust Bayesian optimization L Fröhlich, E Klenske, J Vinogradska, C Daniel, M Zeilinger International Conference on Artificial Intelligence and Statistics, 2262-2272, 2020 | 36 | 2020 |
| Nonparametric dynamics estimation for time periodic systems ED Klenske, MN Zeilinger, B Schölkopf, P Hennig 2013 51st annual allerton conference on communication, control, and …, 2013 | 23 | 2013 |
| Safe optimization for feedrate scheduling of power-constrained milling processes by using Gaussian processes L Rattunde, I Laptev, ED Klenske, HC Möhring Procedia CIRP 99, 127-132, 2021 | 20 | 2021 |
| Strategic exploration in human adaptive control E Schulz, ED Klenske, NR Bramley, M Speekenbrink bioRxiv, 110486, 2017 | 16* | 2017 |
| Cautious bayesian optimization for efficient and scalable policy search LP Fröhlich, MN Zeilinger, ED Klenske Learning for Dynamics and Control, 227-240, 2021 | 15 | 2021 |
| Bayesian optimization for policy search in high-dimensional systems via automatic domain selection LP Fröhlich, ED Klenske, CG Daniel, MN Zeilinger 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019 | 12 | 2019 |
| Approximate dual control maintaining the value of information with an application to building control ED Klenske, P Hennig, B Scholkopf, MN Zeilinger 2016 European Control Conference (ECC), 800-806, 2016 | 3 | 2016 |
| Method and device for determining model parameters for a control strategy for a technical system with the aid of a Bayesian optimization method L Froehlich, C Daniel, E Klenske US Patent 12,158,734, 2024 | 2 | 2024 |
| Method and device for determining a control strategy for a technical system E Klenske, L Froehlich US Patent 11,762,346, 2023 | 2 | 2023 |
| Optimal test pooling for efficient PCR testing of SARS-CoV2 ED Klenske Irish Journal of Medical Science (1971-) 190 (2), 481-482, 2021 | 2 | 2021 |
| Method for ascertaining a NOx concentration and a NH3 slip downstream from an SCR catalytic converter C Daniel, E Klenske, H Markert, M Schiegg, S Angermaier, V Imhof US Patent 11,261,774, 2022 | 1 | 2022 |
| Nonparametric Disturbance Correction and Nonlinear Dual Control ED Klenske ETH Zurich, 2017 | 1 | 2017 |
| System Identification and Control for Periodic Error Correction in Telescopes E Klenske Universität Stuttgart Stuttgart, 2012 | 1 | 2012 |
| Controller and method for selecting evaluation points for a Bayesian optimization method E Klenske, L Froehlich US Patent 12,090,662, 2024 | | 2024 |
| Method for optimizing a policy for a robot L Froehlich, E Klenske, L Rozo US Patent 11,992,943, 2024 | | 2024 |
| Supplementary Material: Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization SSGP Samples | | |
Melanie ZeilingerAssociate Professor, ETH ZurichE-mail confirmado em ethz.ch