no code implementations • 16 Oct 2015 • Charlie Vanaret, Jean-Baptiste Gotteland, Nicolas Durand, Jean-Marc Alliot
The only rigorous approaches for achieving a numerical proof of optimality in global optimization are interval-based methods that interleave branching of the search-space and pruning of the subdomains that cannot contain an optimal solution.
no code implementations • 24 Feb 2014 • Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
This work presents a new method to find two-sided predictive intervals for non-parametric least squares regression without the homoscedasticity assumption.