Maximilian Dinkel

1. Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning
   2023/12/13 by Maximilian Dinkel, Dinkel, Maximilian, Carolin M. Geitner +7 · 5 citations
   Computer Science · Engineering · #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Reservoir Engineering and Simulation Methods
2. Dynamic Learning Rate Decay for Stochastic Variational Inference
   2024/12/20 by Maximilian Dinkel, Gil Robalo Rei, Dinkel, Maximilian +3 · 2 citations
   Computer Science · #Machine Learning and Algorithms #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
3. Efficient Bayesian Optimal Experimental Design for Expensive Computational Models over Finite Design Sets
   2026/07/18 by Maximilian Dinkel, Dragos C. Ana, Benedikt Goderbauer +1
   #cs.CE