Description: 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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EAN: 9783319940410
UPC: 9783319940410
ISBN: 9783319940410
MPN: N/A
Book Title: The NIPS '17 Competition: Building Intelligent Sys
Item Length: 23.4 cm
Number of Pages: 287 Pages
Language: English
Publication Name: The Nips '17 Competition: Building Intelligent Systems
Publisher: Springer International Publishing Ag
Publication Year: 2018
Subject: Computer Science
Item Height: 235 mm
Item Weight: 617 g
Type: Textbook
Author: Markus Weimer, Sergio Escalera
Item Width: 155 mm
Format: Hardcover
