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The NeurIPS '18 Competition From Machine Learning to Intelligent Conversations / [electronic resource] : edited by Sergio Escalera, Ralf Herbrich. - 1st ed. 2020. - VII, 342 p. 130 illus. online resource. - The Springer Series on Challenges in Machine Learning, 2520-1328 . - The Springer Series on Challenges in Machine Learning, .

This volume presents the results of the Neural Information Processing Systems Competition track at the 2018 NeurIPS conference. The competition follows the same format as the 2017 competition track for NIPS. Out of 21 submitted proposals, eight competition proposals were selected, spanning the area of Robotics, Health, Computer Vision, Natural Language Processing, Systems and Physics. Competitions have become an integral part of advancing state-of-the-art in artificial intelligence (AI). They exhibit one important difference to benchmarks: Competitions test a system end-to-end rather than evaluating only a single component; they assess the practicability of an algorithmic solution in addition to assessing feasibility.

ISBN: 9783030291358

Standard No.: 10.1007/978-3-030-29135-8 doi

Subjects--Topical Terms:
Artificial intelligence.
Computer vision.
Pattern recognition systems.
Artificial Intelligence.
Computer Vision.
Automated Pattern Recognition.

LC Class. No.: Q334-342 TA347.A78

Dewey Class. No.: 006.3