TY  - BOOK
AU  - Escalera,Sergio
AU  - Weimer,Markus
ED  - SpringerLink (Online service)
TI  - The NIPS '17 Competition: Building Intelligent Systems
T2  - The Springer Series on Challenges in Machine Learning,
SN  - 9783319940427
AV  - Q334-342 
U1  - 006.3 23
PY  - 2018///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Artificial intelligence
KW  - Optical data processing
KW  - Pattern recognition
KW  - Artificial Intelligence
KW  - Image Processing and Computer Vision
KW  - Pattern Recognition
N1  - Acceso multiusuario
N2  - 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
UR  - http://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-3-319-94042-7
ER  -