593 search results - page 49 / 119 » Optimizing Complex Loss Functions in Structured Prediction |
ICML
2007
IEEE
14 years 10 months ago
2007
IEEE
A general framework is proposed for gradient boosting in supervised learning problems where the loss function is defined using a kernel over the output space. It extends boosting ...
BIS
2009
13 years 10 months ago
2009
Knowledge-based applications are characterized by their use of machine-understandable formalizations of expert knowledge. Complex knowledge structures, and the features which explo...
INFOCOM
2011
IEEE
13 years 23 days ago
2011
IEEE
—Epidemics dynamics can describe the dissemination of information in delay tolerant networks, in peer to peer networks and in content delivery networks. The control of such dynam...
VLSID
1999
IEEE
14 years 1 months ago
1999
IEEE
To minimize the time to market and cost of new sub 0.25um process technologies and products, PDF Solutions, Inc., has developed a new comprehensive approach based on the use of pr...
CORR
2007
Springer
13 years 9 months ago
2007
Springer
We consider an information-theoretic objective function for statistical modeling of time series that embodies a parametrized trade-off between the predictive power of a model and...