The NeurIPS '18 competition : from machine learning to intelligent conversations / Sergio Escalera, Ralf Herbrich, editors.

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The NeurIPS '18 competition : from machine learning to intelligent conversations / Sergio Escalera, Ralf Herbrich, editors.

9783030291358 (electronic book)
3030291359 (electronic book)
9783030291341

Cham : Springer, [2020]

©2020

English

1 online resource : illustrations.

10.1007/978-3-030-29135-8 doi

Q325.5 .N48 2020eb

006.3/1

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.

Includes index.

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Online resource; title from PDF title page (SpringerLink, viewed December 19, 2019).

Springer series on challenges in machine learning.

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