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Algorithmic Learning in a Random World
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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
Conformal Prediction for Reliable Machine Learning
Language: en
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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
The Master Algorithm
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Pages: 354
Authors: Pedro Domingos
Categories: Computers
Type: BOOK - Published: 2015-09-22 - Publisher: Basic Books

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Recommended by Bill Gates A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our o
The Constitution of Algorithms
Language: en
Pages: 401
Authors: Florian Jaton
Categories: Computers
Type: BOOK - Published: 2021-04-27 - Publisher: MIT Press

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A laboratory study that investigates how algorithms come into existence. Algorithms--often associated with the terms big data, machine learning, or artificial i
Machine Learning
Language: en
Pages: 407
Authors: Stephen Marsland
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Type: BOOK - Published: 2011-03-23 - Publisher: CRC Press

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Traditional books on machine learning can be divided into two groups- those aimed at advanced undergraduates or early postgraduates with reasonable mathematical