218 search results - page 1 / 44 » Composite Binary Losses |
JMLR
2010
13 years 13 days ago
2010
A composite loss assigns a penalty to a realvalued prediction by associating the prediction with a probability via a link function then applying a class probability estimation (CP...
JMLR
2010
13 years 13 days ago
2010
We study losses for binary classification and class probability estimation and extend the understanding of them from margin losses to general composite losses which are the compos...
ICML
2009
IEEE
14 years 6 months ago
2009
IEEE
We present tight surrogate regret bounds for the class of proper (i.e., Fisher consistent) losses. The bounds generalise the margin-based bounds due to Bartlett et al. (2006). The...
ICALP
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. We consider a finitary procedural programming language (finite data-types, no recursion) extended with parallel composition and binary semaphores. Having first shown t...
CBSE
2007
Springer
13 years 11 months ago
2007
Springer
Binary component-based software updates that are efficient, safe and generic still remain a challenge. Most existing deployment systems that achieve this goal have to control the c...