# Learning with Kernels

Canonical: https://www.bookquiver.com/bernhard-scholkopf/learning-with-kernels/9780262536578

![Learning with Kernels](https://quivercdn.com/covers/the-mit-press/bernhard-scholkopf/learning-with-kernels_978-02-6253-657-8.jpg?v=2026-06-09%2016%3A16%3A47)

- Book: [Learning with Kernels](https://www.bookquiver.com/bernhard-scholkopf/learning-with-kernels) ([Learning with Kernels.md](https://www.bookquiver.com/bernhard-scholkopf/learning-with-kernels.md))
- Authors: [Bernhard Scholkopf](https://www.bookquiver.com/bernhard-scholkopf), [Alexander J. Smola](https://www.bookquiver.com/alexander-j-smola)
- Publisher: the_mit_press
- ISBN: 978-02-6253-657-8
- Pages: 648
- Published: 2018-06-05
- Language: en_US
- Binding: Softcover

## Description

A comprehensive introduction to Support Vector Machines and related kernel methods. In the 1990s, a new type of learning algorithm was developed, based on results from statistical learning theory: the Support...