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Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017, Invited Talks (Paperback, 1st ed. 2018)
Lev Rozonoer, Boris Mirkin, Ilya Muchnik
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R1,580
Discovery Miles 15 800
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Ships in 10 - 15 working days
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This state-of-the-art survey is dedicated to the memory of Emmanuil
Markovich Braverman (1931-1977), a pioneer in developing machine
learning theory. The 12 revised full papers and 4 short papers
included in this volume were presented at the conference "Braverman
Readings in Machine Learning: Key Ideas from Inception to Current
State" held in Boston, MA, USA, in April 2017, commemorating the
40th anniversary of Emmanuil Braverman's decease. The papers
present an overview of some of Braverman's ideas and approaches.
The collection is divided in three parts. The first part bridges
the past and the present and covers the concept of kernel function
and its application to signal and image analysis as well as
clustering. The second part presents a set of extensions of
Braverman's work to issues of current interest both in theory and
applications of machine learning. The third part includes short
essays by a friend, a student, and a colleague.
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