Articles liés à The NIPS '17 Competition: Building Intelligent...

The NIPS '17 Competition: Building Intelligent Systems - Couverture souple

Livre 3 sur 8: The Springer Series on Challenges in Machine Learning
 
9783030068677: The NIPS '17 Competition: Building Intelligent Systems

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.