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.
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.
The NIPS '17 Competition: Building Intelligent Systems
The NIPS '17 Competition: Building Intelligent Systems
eBook (1st ed. 2018)
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Product Details
| ISBN-13: | 9783319940427 |
|---|---|
| Publisher: | Springer-Verlag New York, LLC |
| Publication date: | 09/27/2018 |
| Series: | The Springer Series on Challenges in Machine Learning |
| Sold by: | Barnes & Noble |
| Format: | eBook |
| File size: | 25 MB |
| Note: | This product may take a few minutes to download. |