Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
The Nips '17 Competition: Building Intelligent Systems

The Nips '17 Competition: Building Intelligent Systems

Weimer, Markus
Escalera, Sergio

Hardcover

Series: The Springer Challenges in Machine Learning

General ComputersProgramming

ISBN10: 3319940414
ISBN13: 9783319940410
Publisher: Springer Nature
Published: Sep 28 2018
Pages: 287
Weight: 1.31
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English

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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