Name
Abstract | ||
|---|---|---|
•Unimodal regularisation for cross-entropy loss using the beta distribution.•Comparison with other regularisation methods based on other distributions.•Ordinal output scheme based on the stick-breaking process.•Application to convolutional neural networks and several benchmark datasets. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.patcog.2021.108310 | Pattern Recognition |
Keywords | DocType | Volume |
Ordinal regression,Unimodal distribution,Convolutional network,Beta distribution,Stick-breaking | Journal | 122 |
Issue | ISSN | Citations |
1 | 0031-3203 | 0 |
PageRank | References | Authors |
0.34 | 14 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Víctor Manuel Vargas | 1 | 6 | 1.78 |
| Pedro Antonio Gutiérrez | 2 | 433 | 47.30 |
| César Hervás-Martínez | 3 | 796 | 78.92 |