Search for dissertations about: "Måns Williamson"

Found 1 swedish dissertation containing the words Måns Williamson.

  2. 1. Convergence and stability analysis of stochastic optimization algorithms

    Author : Måns Williamson; Matematik LTH; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; numerical analysis; optimization; stochastic optimization; machine learning;

    Abstract : This thesis is concerned with stochastic optimization methods. The pioneering work in the field is the article “A stochastic approximation algorithm” by Robbins and Monro [1], in which they proposed the stochastic gradient descent; a stochastic version of the classical gradient descent algorithm. READ MORE