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