Braverman Readings in Machine Learning. Key Ideas from Inception to Current State / Lecture Notes in Computer Science Bd.11100 (PDF)
International Conference Commemorating the 40th Anniversary of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017, Invited Talks
(Sprache: Englisch)
This state-of-the-art survey is dedicated to the memory of Emmanuil Markovich Braverman (1931-1977), a pioneer in developing the machine learning theory.
The 12 revised full papers and 4 short papers included in this volume were presented at the...
The 12 revised full papers and 4 short papers included in this volume were presented at the...
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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 the 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. Its main contents relate to 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.
Autoren-Porträt
Lev Rozonoer, West Newton, MA, USA;Boris Mirkin, National Research University Higher School of Economics, Moscow, Russian Federation;Ilya Muchnik, Rutgers University, Piscataway, NJ, USA.
Bibliographische Angaben
- 2018, 1st ed. 2018, 353 Seiten, Englisch
- Herausgegeben: Lev Rozonoer, Boris Mirkin, Ilya Muchnik
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319994921
- ISBN-13: 9783319994925
- Erscheinungsdatum: 30.08.2018
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
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- Dateiformat: PDF
- Größe: 19 MB
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Englisch
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