Elements of causal inference : foundations and learning algorithms

Resource Information

The work Elements of causal inference : foundations and learning algorithms represents a distinct intellectual or artistic creation found in European University Institute. This resource is a combination of several types including: Work, Language Material, Books.

Label

Elements of causal inference : foundations and learning algorithms

Title remainder

foundations and learning algorithms

Statement of responsibility

Jonas Peters, Dominik Janzing, and Bernhard Schölkopf

Creator

• Peters, Jonas, 1984-

Contributor

• Schölkopf, Bernhard
• Janzing, Dominik

Author

• Janzing, Dominik
• Schölkopf, Bernhard

Subject

• Logic, Symbolic and mathematical
• Machine learning
• Causation
• Inference
• Computer algorithms

Language

eng

Summary

"The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data"--

Member of

• Adaptive computation and machine learning

Assigning source

Provided by Publisher

Cataloging source

DLC

Illustrations

illustrations

Index

index present

Literary form

non fiction

Nature of contents

bibliography

Series statement

Adaptive Computation and Machine Learning