The NIPS '17 Competition: Building Intelligent Systems (The Springer Series on

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