Conformal and Probabilistic Prediction with Applications

Conformal and Probabilistic Prediction with Applications
Author: Alexander Gammerman
Publisher: Springer
Total Pages: 235
Release: 2016-04-16
Genre: Computers
ISBN: 331933395X


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This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2016, held in Madrid, Spain, in April 2016. The 14 revised full papers presented together with 1 invited paper were carefully reviewed and selected from 23 submissions and cover topics on theory of conformal prediction; applications of conformal prediction; and machine learning.


Conformal and Probabilistic Prediction with Applications
Language: en
Pages: 235
Authors: Alexander Gammerman
Categories: Computers
Type: BOOK - Published: 2016-04-16 - Publisher: Springer

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This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2016, held i
Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual
Language: en
Pages:
Authors: Lars Carlsson
Categories:
Type: BOOK - Published: 2021 - Publisher:

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Conformal Prediction for Reliable Machine Learning
Language: en
Pages: 323
Authors: Vineeth Balasubramanian
Categories: Computers
Type: BOOK - Published: 2014-04-23 - Publisher: Newnes

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The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any rea
Algorithmic Learning in a Random World
Language: en
Pages: 344
Authors: Vladimir Vovk
Categories: Computers
Type: BOOK - Published: 2005-03-22 - Publisher: Springer Science & Business Media

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Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorith
Practical Guide to Applied Conformal Prediction in Python
Language: en
Pages: 240
Authors: Valery Manokhin
Categories: Mathematics
Type: BOOK - Published: 2023-12-20 - Publisher: Packt Publishing Ltd

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Elevate your machine learning skills using the Conformal Prediction framework for uncertainty quantification. Dive into unique strategies, overcome real-world c