593 search results - page 14 / 119 » Optimizing Complex Loss Functions in Structured Prediction |
APNOMS
2006
Springer
13 years 11 months ago
2006
Springer
Abstract. Recently, researchers have explored to provide a queue management scheme with differentiated loss guarantees for the future Internet. The Bounded Random Drop (BRD), known...
CORR
2007
Springer
13 years 7 months ago
2007
Springer
Modular structure is ubiquitous in real-world complex networks. The detection of this type of organization into modules gives insights in the relationship between topological stru...
ICMCS
2005
IEEE
14 years 1 months ago
2005
IEEE
Network impairments such as delay and packet losses have severe impact on the presentation quality of many predictive video sources. Prior researches (e.g., [1]-[3][5]-[9][11]-[13...
STOC
2012
ACM
11 years 10 months ago
2012
ACM
We consider submodular optimization problems, and provide a general way of translating oracle inapproximability results arising from the symmetry gap technique to computational co...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
Online prediction methods are typically presented as serial algorithms running on a single processor. However, in the age of web-scale prediction problems, it is increasingly comm...