Machine Learning Using Approximate Inference : Variational and Sequential Monte Carlo Methods.

Bibliographic Details
Main Author: Andersson Naesseth, Christian.
Format: eBook
Language:English
Published: Linköping : Linkopings Universitet, 2018.
Edition:1st ed.
Series:Linköping Studies in Science and Technology. Dissertations Series
Subjects:
Online Access:Click to View
Table of Contents:
  • Intro
  • Abstract
  • Populärvetenskaplig sammanfattning
  • Acknowledgments
  • Contents
  • 1 Introduction
  • 2 Probabilistic machine learning
  • 3 Approximate inference
  • 4 Concluding remarks
  • Bibliography.