569 search results - page 5 / 114 » Online Bounds for Bayesian Algorithms |
150
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ALT
2010
Springer
15 years 5 months ago
2010
Springer
Online learning and kernel learning are two active research topics in machine learning. Although each of them has been studied extensively, there is a limited effort in addressing ...
147
Voted
ISAAC
2010
Springer
15 years 1 months ago
2010
Springer
In this paper, we study 1-space bounded 2-dimensional bin packing and square packing. A sequence of rectangular items (square items, respectively) arrive over time, which must be p...
102
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TIT
2008
15 years 3 months ago
2008
We prove the strongest known bound for the risk of hypotheses selected from the ensemble generated by running a learning algorithm incrementally on the training data. Our result i...
165
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NIPS
2000
15 years 5 months ago
2000
Jensen's inequality is a powerful mathematical tool and one of the workhorses in statistical learning. Its applications therein include the EM algorithm, Bayesian estimation ...
132
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NETWORKS
2008
15 years 3 months ago
2008