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The NIPS '17 Competition: Building Intelligent Systems

Sergio Escalera editor Markus Weimer editor

Format:Hardback

Publisher:Springer International Publishing AG

Published:28th Sep '18

Currently unavailable, and unfortunately no date known when it will be back

The NIPS '17 Competition: Building Intelligent Systems cover

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.

ISBN: 9783319940410

Dimensions: unknown

Weight: 617g

287 pages

1st ed. 2018