Peters, Jonas, 1984-

Elements of causal inference : foundations and learning algorithms / Jonas Peters, Dominik Janzing, and Bernhard Schölkopf. - xiv, 265 pages ; 24 cm. - Adaptive computation and machine learning series .

Includes bibliographical references (pages 235-262) and index.

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.

9780262037310 (hardcover : alk. paper)


Machine learning.
Logic, Symbolic and mathematical.
Causation.
Inference.
Computer algorithms.
Aprendizaje automático.
Causalidad
Algoritmos.

Q 325.5 / P482e 2017

006.3/1