The NIPS '17 Competition: Building Intelligent Systems (The Springer Series on Challenges in Machine Learning) - Hardcover

Buch 3 von 8: The Springer Series on Challenges in Machine Learning
 
9783319940410: The NIPS '17 Competition: Building Intelligent Systems (The Springer Series on Challenges in Machine Learning)
Hardcover
ISBN 10: 3319940414 ISBN 13: 9783319940410
Verlag: Springer, 2018

Inhaltsangabe

This book summarizes the organized competitions held during the first NIPS competition track. It provides both theory and applications of hot topics in machine learning, such as adversarial learning, conversational intelligence, and deep reinforcement learning.

Rigorous competition evaluation was based on the quality of data, problem interest and impact, promoting the design of new models, and a proper schedule and management procedure. This book contains the chapters from organizers on competition design and from top-ranked participants on their proposed solutions for the five accepted competitions: The Conversational Intelligence Challenge, Classifying Clinically Actionable Genetic Mutations, Learning to Run, Human-Computer Question Answering Competition, and Adversarial Attacks and Defenses.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3319940414
ISBN 13 
9783319940410
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
297
Herausgeber
Escalera Sergio, Weimer Markus
Kontakt zum Hersteller
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Softcover