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Semantic Scholar Open Access 2013 1908 sitasi

Challenges in representation learning: A report on three machine learning contests

I. Goodfellow D. Erhan P. Carrier Aaron C. Courville Mehdi Mirza +23 lainnya
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Abstrak

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.

Topik & Kata Kunci

Computer Science Mathematics Medicine

Penulis (28)

I

I. Goodfellow

D

D. Erhan

P

P. Carrier

A

Aaron C. Courville

M

Mehdi Mirza

B

Benjamin Hamner

W

William J. Cukierski

Y

Yichuan Tang

D

David Thaler

D

Dong-Hyun Lee

Y

Yingbo Zhou

C

Chetan Ramaiah

F

Fangxiang Feng

R

Ruifan Li

X

Xiaojie Wang

D

Dimitris Athanasakis

J

J. Shawe-Taylor

M

Maxim Milakov

J

John Park

R

Radu Tudor Ionescu

M

M. Popescu

C

C. Grozea

J

J. Bergstra

J

Jingjing Xie

L

Lukasz Romaszko

B

Bing Xu

C

Chuang Zhang

Y

Yoshua Bengio

Format Sitasi

APA MLA BibTeX
Goodfellow, I., Erhan, D., Carrier, P., Courville, A.C., Mirza, M., Hamner, B. et al. (2013). Challenges in representation learning: A report on three machine learning contests. https://doi.org/10.1016/j.neunet.2014.09.005

Akses Cepat

Lihat di Sumber doi.org/10.1016/j.neunet.2014.09.005
Informasi Jurnal
Tahun Terbit
2013
Bahasa
en
Total Sitasi
1908×
Sumber Database
Semantic Scholar
DOI
10.1016/j.neunet.2014.09.005
Akses
Open Access ✓