The Nips '17 Competition: Building Intelligent Systems - Couverture rigide

Livre 3 sur 8: The Springer Series on Challenges in Machine Learning
 
9783319940410: The Nips '17 Competition: Building Intelligent Systems
Couverture rigide
ISBN 10 : 3319940414 ISBN 13 : 9783319940410
Editeur : Springer International Publishing AG, 2018

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2018
Langue
anglais
ISBN 10 
3319940414
ISBN 13 
9783319940410
Reliure
Relié
Nombre de pages
297
Éditeur
Escalera Sergio, Weimer Markus
Coordonnées du fabricant
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9783030068677: The NIPS '17 Competition: Building Intelligent Systems

Edition présentée

ISBN 10 :  3030068676 ISBN 13 :  9783030068677
Editeur : Springer, 2018
Couverture souple