表示学习中的挑战：关于三个机器学习竞赛的报告
机器学习
2013-07-02 v1 机器学习
摘要
ICML 2013表示学习挑战研讨会聚焦于三个挑战：黑盒学习挑战、面部表情识别挑战和多模态学习挑战。我们描述了为这些挑战创建的数据集，并总结了竞赛结果。我们为未来挑战的组织者提供了建议，并就机器学习竞赛能带来何种知识提出了一些看法。
引用
@article{arxiv.1307.0414,
title = {Challenges in Representation Learning: A report on three machine learning contests},
author = {Ian J. Goodfellow and Dumitru Erhan and Pierre Luc Carrier and Aaron Courville and Mehdi Mirza and Ben Hamner and Will Cukierski and Yichuan Tang and David Thaler and Dong-Hyun Lee and Yingbo Zhou and Chetan Ramaiah and Fangxiang Feng and Ruifan Li and Xiaojie Wang and Dimitris Athanasakis and John Shawe-Taylor and Maxim Milakov and John Park and Radu Ionescu and Marius Popescu and Cristian Grozea and James Bergstra and Jingjing Xie and Lukasz Romaszko and Bing Xu and Zhang Chuang and Yoshua Bengio},
journal= {arXiv preprint arXiv:1307.0414},
year = {2013}
}
备注
8 pages, 2 figures