Christoph Zimmer

1. Safe Active Learning for Multi-Output Gaussian Processes
   2022/03/28 by Cen-You Li, Barbara Rakitsch, Li, Cen-You +3 · 3 citations
   Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Exponential integrators for semi-linear parabolic problems with linear constraints
   2019/07/05 by Robert Altmann, Altmann, Robert, Christoph Zimmer +1 · 1 citation
   Engineering · Mathematics · #65J15 #65L80 #65M12 #Advanced Numerical Methods in Computational Mathematics #Differential Equations and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations
3. Super-localised wave function approximation of Bose-Einstein condensates
   2023/09/21 by Daniel Peterseim, Johan Wärnegård, Peterseim, Daniel +3 · 2 citations
   Engineering · Mathematics · Physics and Astronomy · #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA) #Numerical methods for differential equations #Physics of Superconductivity and Magnetism #Quantum Gases (cond-mat.quant-gas)
4. Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems
   2023/03/17 by Matthias Bitzer, Bitzer, Matthias, Mona Meister +3 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Control Systems and Identification #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms
5. Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels
   2023/06/16 by Matthias Bitzer, Bitzer, Matthias, Mona Meister +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification
6. Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning
   2024/02/28 by Jörn Tebbe, Christoph Zimmer, Tebbe, Jörn +7 · 2 citations
   Computer Science · Engineering · #Gaussian Processes and Bayesian Inference #Advanced Control Systems Optimization #Fault Detection and Control Systems