27 search results - page 2 / 6 » Budgeted Prediction with Expert Advice |
CORR
2007
Springer
13 years 9 months ago
2007
Springer
STOC
1993
ACM
14 years 1 months ago
1993
ACM
We analyze algorithms that predict a binary value by combining the predictions of several prediction strategies, called experts. Our analysis is for worst-case situations, i.e., we...
COLT
2008
Springer
13 years 11 months ago
2008
Springer
We show how models for prediction with expert advice can be defined concisely and clearly using hidden Markov models (HMMs); standard HMM algorithms can then be used to efficientl...
KDD
2007
ACM
14 years 10 months ago
2007
ACM
In many practical applications, one is interested in generating a ranked list of items using information mined from continuous streams of data. For example, in the context of comp...
COLT
2008
Springer
13 years 11 months ago
2008
Springer
Prediction from expert advice is a fundamental problem in machine learning. A major pillar of the field is the existence of learning algorithms whose average loss approaches that ...