Description: Nips '17 Competition : Building Intelligent Systems, Hardcover by Escalera, Sergio (EDT); Weimer, Markus (EDT), ISBN 3319940414, ISBN-13 9783319940410, Like New Used, Free shipping in the US
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.
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Book Title: Nips '17 Competition : Building Intelligent Systems
Number of Pages: X, 287 Pages
Publication Name: Nips '17 Competition: Building Intelligent Systems
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2018
Subject: Intelligence (Ai) & Semantics, Computer Vision & Pattern Recognition
Type: Textbook
Item Weight: 21.8 Oz
Item Length: 9.3 in
Subject Area: Computers
Author: Markus Weimer
Series: The Springer Series on Challenges in Machine Learning Ser.
Item Width: 6.1 in
Format: Hardcover
