Search Results for author:
Found 3 papers, 0 papers with code
Robust Entropy Search for Safe Efficient Bayesian Optimization
The practical use of Bayesian Optimization (BO) in engineering applications imposes special requirements: high sampling efficiency on the one hand and finding a robust solution on the other hand.
Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing
In contrast to data, expert knowledge commonly is available in manufacturing.
Compensating data shortages in manufacturing with monotonicity knowledge
In this article, a regression method for enhancing the predictive power of a model by exploiting expert knowledge in the form of shape constraints, or more specifically, monotonicity constraints, is presented.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
