Cause Effect Pairs In Machine Learning - Springer Nature B.V

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Cause Effect Pairs In Machine Learning - Springer Nature B.V

Cause Effect Pairs In Machine Learning - Springer Nature B.V

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Cause Effect Pairs In Machine Learning - Springer Nature B.V

  • Brand: Unbranded

$139.00

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$139.00

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Description

Cause Effect Pairs In Machine Learning - Springer Nature B.V

This Book Presents Ground-breaking Advances In The Domain Of Causal Structure Learning.the Problem Of Distinguishing Cause From Effect( Does Altitude Cause A Change In Atmospheric Pressure, Or Vice Versa? ) Is Here Cast As A Binary Classification Problem, To Be Tackled By Machine Learning Algorithms. Based On The Results Of Thechalearn Cause-effect Pairs Challenge, This Book Reveals That The Joint Distribution Of Two Variables Can Be Scrutinized By Machine Learning Algorithms To Reveal The Possible Existence Of A Causal Mechanism, In The Sense That The Values Of One Variable May Have Been Generated From The Values Of The Other.this Book Provides Both Tutorial Material On The State-of-the-art On Cause-effect Pairs And Exposes The Reader To More Advanced Material, With A Collection Of Selected Papers.
  • Brand: Unbranded
  • Category: Computing & Internet
  • Format: Paperback
  • Language: English
  • Publisher / Label: Springer Nature B.V
  • Author: Springer Nature B.V
  • Number of Pages: 390
  • Fruugo ID: 488335644-1010585658
  • ISBN: 9783030218126

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