Sökning: "Aku Kammonen"

Hittade 1 avhandling innehållade orden Aku Kammonen.

1. 1. Numerical algorithms for high dimensional integration with application to machine learning and molecular dynamics

   Författare :Aku Kammonen; Anders Szepessy; Markos Katsoulakis; KTH; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Numerical Analysis; Numerisk analys;

   Sammanfattning : This thesis contains results on high dimensional integration with two papers, paper I and paper II, presenting applications in machine learning and two papers, paper III and paper IV, presenting applications to molecular dynamics.In paper I we present algorithms based on a Metropolis test for training shallow neural networks with trigonometric activation functions. LÄS MER