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The NIPS '17 Competition: Building Intelligent Systems (The Springer Series on Challenges in Machine Learning) - Hardcover
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.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date2018
- ISBN 10 3319940414
- ISBN 13 9783319940410
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages297
- EditorEscalera Sergio, Weimer Markus
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The NIPS 17 Competition: Building Intelligent Systems (The Springer Series on Challenges in Machine Learning)
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The NIPS '17 Competition: Building Intelligent Systems.
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ISBN 10: 3319940414
ISBN 13: 9783319940410
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The NIPS '17 Competition: Building Intelligent Systems
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Springer International Publishing Sep 2018, 2018
ISBN 10: 3319940414
ISBN 13: 9783319940410
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 300 pp. Englisch. Seller Inventory # 9783319940410
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Nips '17 Competition : Building Intelligent Systems
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