An Introduction To Machine Learning

An Introduction To Machine Learning

By AlexJ.SmolaandVishyS.V.N.Vishwanathan
Book Description
Table of Contents
  • Preface
  • Introduction
  • Density Estimation
  • Optimization
  • Online Learning and Boosting
  • Conditional Densities
  • Kernels and Function Spaces
  • Linear Models
  • to 1.15Appendix 1Linear Algebra and Functional Analysis
  • to 1.15Appendix 2Conjugate Distributions
  • to 1.15Appendix 3Loss Functions
  • Bibliography
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