research
∙
08/24/2021
Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball
There are essentially three kinds of approaches to Uncertainty Quantific...
share
research
∙
07/19/2019
Kernel Mode Decomposition and programmable/interpretable regression networks
Mode decomposition is a prototypical pattern recognition problem that ca...
research
∙
03/31/2017
Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis
We show how the discovery of robust scalable numerical solvers for arbit...
research
∙
08/14/2007
Fast rates for support vector machines using Gaussian kernels
For binary classification we establish learning rates up to the order of...
research
∙
07/02/2007