Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)

• Exact Inference for Continuous-Time Gaussian Process Dynamics

  2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

  2

  citations
• Real-life data-driven model predictive control for building energy systems comparing different machine learning models

  2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

  71

  citations
• Adaptive Pass Scheduling for Roughness Control in Cold Rolling

  2023 IFAC-PapersOnLine article Engineering Industrial Technology and Control Systems Open access

  7

  citations
• Reproducing kernel Hilbert spaces in the mean field limit

  2023 Kinetic and Related Models article Computer Science Gaussian Processes and Bayesian Inference Open access

  5

  citations
• Real-Life Data-Driven Model Predictive Control for Building Energy Systems Comparing Different Machine Learning Models

  2023 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

  3

  citations
• Nodal precession of WASP-33b for 11 yr by Doppler tomographic and transit photometric observations

  2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Stellar, planetary, and galactic studies Open access

  15

  citations
• Prediction of Flooding in Packed Liquid‐Liquid and High‐Pressure Extraction Columns Using a Gaussian Process

  2021 Chemie Ingenieur Technik article Engineering Process Optimization and Integration Open access

  8

  citations
• Task space adaptation via the learning of gait controllers of magnetic soft millirobots

  2021 The International Journal of Robotics Research article Engineering Soft Robotics and Applications Open access cited by 1 patent

  33

  citations
• Bayesian reconstruction of the inflaton’s speed of sound using CMB data

  2021 Physical review. D/Physical review. D. article Physics and Astronomy Cosmology and Gravitation Theories Open access

  21

  citations
• A Gaussian Process Based Method for Data- Efficient Remaining Useful Life Estimation

  2021 IEEE Access article Engineering Machine Fault Diagnosis Techniques Open access

  23

  citations
• CHEOPS observations of the HD 108236 planetary system: a fifth planet, improved ephemerides, and planetary radii

  2021 Repository of the Academy's Library (Library of the Hungarian Academy of Sciences) article Physics and Astronomy Stellar, planetary, and galactic studies Open access

  61

  citations
• Uni- and multivariate probability density models for numeric subgroup discovery

  2020 Intelligent Data Analysis article Computer Science Data Mining Algorithms and Applications Open access

  3

  citations
• A look at the Hubble speed from first principles

  2020 arXiv (Cornell University) preprint Physics and Astronomy Cosmology and Gravitation Theories Open access

  6

  citations
• The AARTFAAC Cosmic Explorer: observations of the 21-cm power spectrum in the EDGES absorption trough

  2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  42

  citations
• Influence of data acquisition on the Bayesian calibration of urban building energy models

  2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization

  41

  citations
• Feedback control for random, linear hyperbolic balance laws

  2020 arXiv (Cornell University) preprint Engineering Stability and Controllability of Differential Equations Open access

  0

  citations
• Standardized Non-Intrusive Reduced Order Modeling Using Different Regression Models With Application to Complex Flow Problems

  2020 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

  15

  citations
• Improved upper limits on the 21 cm signal power spectrum of neutral hydrogen at z ≈ 9.1 from LOFAR

  2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  308

  citations
• Grey-Box Approach for the Prediction of Variable Residence Time Distribution in Continuous Pharmaceutical Manufacturing

  2020 IFAC-PapersOnLine article Engineering Granular flow and fluidized beds Open access

  6

  citations

19 results