| Literature DB >> 25613956 |
Ian J Goodfellow1, Dumitru Erhan2, Pierre Luc Carrier3, Aaron Courville3, Mehdi Mirza3, Ben Hamner4, Will Cukierski4, Yichuan Tang5, David Thaler, Dong-Hyun Lee6, Yingbo Zhou7, Chetan Ramaiah7, Fangxiang Feng8, Ruifan Li8, Xiaojie Wang8, Dimitris Athanasakis9, John Shawe-Taylor9, Maxim Milakov, John Park, Radu Ionescu10, Marius Popescu10, Cristian Grozea11, James Bergstra12, Jingjing Xie8, Lukasz Romaszko, Bing Xu8, Zhang Chuang8, Yoshua Bengio3.
Abstract
The ICML 2013 Workshop on Challenges in Representation Learning(1) focused on three challenges: the black box learning challenge, the facial expression recognition challenge, and the multimodal learning challenge. We describe the datasets created for these challenges and summarize the results of the competitions. We provide suggestions for organizers of future challenges and some comments on what kind of knowledge can be gained from machine learning competitions.Keywords: Competition; Dataset; Representation learning
Mesh：
Year: 2014 PMID： 25613956 DOI： 10.1016/j.neunet.2014.09.005
Source DB: PubMed Journal: Neural Netw ISSN： 0893-6080