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» Aggregation of Expert Opinions
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ALT
2007
Springer
14 years 1 months ago
Online Regression Competitive with Changing Predictors
This paper deals with the problem of making predictions in the online mode of learning where the dependence of the outcome yt on the signal xt can change with time. The Aggregating...
Steven Busuttil, Yuri Kalnishkan
SIGSOFT
2003
ACM
14 years 19 days ago
Eliminating redundancies with a "composition with adaptation" meta-programming technique
Redundant code obstructs program understanding and contributes to high maintenance costs. While most experts agree on that, opinions on how serious the problem of redundancies rea...
Stan Jarzabek, Shubiao Li
ALT
2004
Springer
14 years 4 months ago
Prediction with Expert Advice by Following the Perturbed Leader for General Weights
When applying aggregating strategies to Prediction with Expert Advice, the learning rate must be adaptively tuned. The natural choice of complexity/current loss renders the analys...
Marcus Hutter, Jan Poland
WCE
2007
13 years 8 months ago
Metaplanning Model Based in an Organizational Memory
— When problems are present in production, equipment or the process which are critical for organizations, many management personnel and experts have to meet to propose a solution...
José Bernardo Parra Victorino, Raúl ...
ORL
2010
108views more  ORL 2010»
13 years 2 months ago
Weak aggregating algorithm for the distribution-free perishable inventory problem
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...
Tatsiana Levina, Yuri Levin, Jeff McGill, Mikhail ...