Abstract
We consider loss functions for multiclass prediction problems. We show when a multiclass loss can be expressed as a "proper composite loss", which is the composition of a proper loss and a link function. We extend existing results for binary losses to mul
| Original language | English |
|---|---|
| Title of host publication | Advances in Neural Information Processing Systems 23 |
| Editors | Rich Zemel, John Shawe-Taylor, Peter Bartlett, Fernando Pereira and Kilian Weinb |
| Place of Publication | Granada Spain |
| Publisher | Neural Information Processing Systems Foundation |
| Pages | 15 |
| Edition | Peer Reviewed |
| ISBN (Print) | 9781618395993 |
| Publication status | Published - 2011 |
| Event | Neural Information Processing Systems (NIPS 2011) - Granada Spain Duration: 1 Jan 2011 → … https://papers.nips.cc/paper/4487-contextual-gaussian-process-bandit-optimization |
Conference
| Conference | Neural Information Processing Systems (NIPS 2011) |
|---|---|
| Period | 1/01/11 → … |
| Other | December 13-15 2011 |
| Internet address |