The NIPS '17 Competition: Building Intelligent Systems (Hardcover)

Sergio Escalera

ISBN 10: 3319940414 / ISBN 13: 9783319940410

Published by Springer International Publishing AG, Cham, 2018

About this Item

Hardcover. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Seller Inventory # 9783319940410

Bibliographic Details

• Title: The NIPS '17 Competition: Building Intelligent Systems (Hardcover)
• Publisher: Springer International Publishing AG, Cham
• Publication Date: 2018
• Language: English
• ISBN 10: 3319940414
• ISBN 13: 9783319940410
• Binding: Hardcover
• Condition: new

About this title

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.