2252 search results - page 321 / 451 » A distributed machine learning framework |
118
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ML
2007
ACM
15 years 4 days ago
2007
ACM
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...
131
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COLT
2010
Springer
14 years 10 months ago
2010
Springer
We study graph estimation and density estimation in high dimensions, using a family of density estimators based on forest structured undirected graphical models. For density estim...
125
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COLT
2010
Springer
14 years 10 months ago
2010
Springer
We consider the problem of finding the best arm in a stochastic multi-armed bandit game. The regret of a forecaster is here defined by the gap between the mean reward of the optim...
113
Voted
COLT
2010
Springer
14 years 10 months ago
2010
Springer
We analyze the regret, measured in terms of log loss, of the maximum likelihood (ML) sequential prediction strategy. This "follow the leader" strategy also defines one o...
151
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ADC
2010
Springer
14 years 7 months ago
2010
Springer
Due to the lack of in-built tools to navigate the web, people have to use external solutions to find information. The most popular of these are search engines and web directories....