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NIPS
2008
15 years 6 months ago
Support Vector Machines with a Reject Option
We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshe...
MMNS
2004
80views Multimedia» more  MMNS 2004»
15 years 6 months ago
SIPC, a multi-function SIP user agent
Integrating multiple functions into one communication user agent can introduce many innovative communication services. For example, with networked appliance control, a user agent c...
Xiaotao Wu, Henning Schulzrinne
135
Voted
IJCAI
2003
15 years 6 months ago
Generalizing Plans to New Environments in Relational MDPs
A longstanding goal in planning research is the ability to generalize plans developed for some set of environments to a new but similar environment, with minimal or no replanning....
Carlos Guestrin, Daphne Koller, Chris Gearhart, Ne...
140
Voted
PDPTA
2000
15 years 6 months ago
The KIT COSMOS Processor: Introducing CONDOR
Abstract In this paper, we propose a microprocessor architecture which eciently utilizes nextgeneration semiconductor technology. While the technology makes it possible to integrat...
Toshinori Sato, Itsujiro Arita
ADCM
2008
136views more  ADCM 2008»
15 years 4 months ago
Learning and approximation by Gaussians on Riemannian manifolds
Learning function relations or understanding structures of data lying in manifolds embedded in huge dimensional Euclidean spaces is an important topic in learning theory. In this ...
Gui-Bo Ye, Ding-Xuan Zhou