1098 search results - page 2 / 220 » Averaging Expert Predictions |
131
Voted
ORL
2010
14 years 10 months ago
2010
Abstract. We formulate the multiperiod, distribution-free perishable inventory problem as a problem of prediction with expert advice and apply an online learning method (the Weak A...
115
Voted
ICPR
2010
IEEE
15 years 6 months ago
2010
IEEE
A new algorithm for performing classification with imperfectly labeled data is presented. The proposed approach is motivated by the insight that the average prediction of a group ...
126
Voted
HYBRID
2010
Springer
15 years 10 months ago
2010
Springer
Mixture-of-Experts (MoE) systems solve intricate problems by combining results generated independently by multiple computational models (the “experts”). Given an instance of a...
119
Voted
SSPR
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. In this paper we derive an upper bound for the average-case generalization error of the mixture of experts modular neural network, based on an average-case generalization...
175
Voted
COLT
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. We study online regret minimization algorithms in a bicriteria setting, examining not only the standard notion of regret to the best expert, but also the regret to the av...