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115
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JMLR
2010
14 years 10 months ago
2010
Interest in multioutput kernel methods is increasing, whether under the guise of multitask learning, multisensor networks or structured output data. From the Gaussian process pers...
139
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
We study the problem of learning kernel machines transductively for structured output variables. Transductive learning can be reduced to combinatorial optimization problems over a...
129
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Given observed data and a collection of parameterized candidate models, a 1- confidence region in parameter space provides useful insight as to those models which are a good fit t...
116
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EDUTAINMENT
2006
Springer
2006
Springer
Efficiently Maintaining Consistency Using Tree-Based P2P Network System in Distributed Network Games
15 years 7 months ago
There are two main approaches, conservative and optimistic, for maintaining consistency in distributed network games. Under the conservative approach, players may experience netwo...
136
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NIPS
2008
15 years 5 months ago
2008
Bartlett et al (2006) recently proved that a ground condition for convex surrogates, classification calibration, ties up the minimization of the surrogates and classification risk...