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» Solving Optimization Problems with DLL
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NIPS
2001
15 years 7 months ago
Minimax Probability Machine
When constructing a classifier, the probability of correct classification of future data points should be maximized. In the current paper this desideratum is translated in a very ...
Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib...
UAI
2004
15 years 7 months ago
Exponential Families for Conditional Random Fields
In this paper we define conditional random fields in reproducing kernel Hilbert spaces and show connections to Gaussian Process classification. More specifically, we prove decompo...
Yasemin Altun, Alexander J. Smola, Thomas Hofmann
EOR
2008
88views more  EOR 2008»
15 years 6 months ago
Selection of a correlated equilibrium in Markov stopping games
This paper deals with an extension of the concept of correlated strategies to Markov stopping games. The Nash equilibrium approach to solving nonzero-sum stopping games may give m...
David M. Ramsey, Krzysztof Szajowski
SIAMMA
2011
87views more  SIAMMA 2011»
15 years 29 days ago
Barycenters in the Wasserstein Space
In this paper, we introduce a notion of barycenter in the Wasserstein space which generalizes McCann’s interpolation to the case of more than two measures. We provide existence,...
Martial Agueh, Guillaume Carlier
INFOCOM
2009
IEEE
16 years 20 days ago
Delay-Limited Cooperative Communication with Reliability Constraints in Wireless Networks
Abstract—We investigate optimal resource allocation for delaylimited cooperative communication in time varying wireless networks. Motivated by real-time applications that have st...
Rahul Urgaonkar, Michael J. Neely