Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6863312 | Neural Networks | 2015 | 11 Pages |
Abstract
The ICML 2013 Workshop on Challenges in Representation Learning1 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.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron Courville, Mehdi Mirza, Ben Hamner, Will Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis,