Elements of Causal Inference: Foundations and Learning Algorithms: Foundations and Learning Algorithms

Jonas Martin Peters, Dominik Janzing, Bernhard Schölkopf

Abstract

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

Originalsprog	Engelsk

Navn	Adaptive Computation and Machine Learning series

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title = "Elements of Causal Inference: Foundations and Learning Algorithms: Foundations and Learning Algorithms",

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

author = "Peters, {Jonas Martin} and Dominik Janzing and Bernhard Sch{\"o}lkopf",

year = "2017",

language = "English",

isbn = "9780262037310",

series = "Adaptive Computation and Machine Learning series ",

publisher = "MIT Press",

address = "United States",

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AU - Janzing, Dominik

AU - Schölkopf, Bernhard

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N2 - A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning

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

M3 - Book

SN - 9780262037310

T3 - Adaptive Computation and Machine Learning series

BT - Elements of Causal Inference: Foundations and Learning Algorithms

PB - MIT Press

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