39 search results - page 2 / 8 » Multitask Learning with Expert Advice |
AAAI
2008
13 years 11 months ago
2008
In this paper, we study a sequential decision making problem. The objective is to maximize the average reward accumulated over time subject to temporal cost constraints. The novel...
CORR
2007
Springer
13 years 8 months ago
2007
Springer
We show that the Brier game of prediction is mixable and find the optimal learning rate and substitution function for it. The resulting prediction algorithm is applied to predict...
KDD
2007
ACM
14 years 9 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 10 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...
WEBI
2005
Springer
14 years 2 months ago
2005
Springer
One of the principal problems of online help is the mismatch between the specialized knowledge and technical vocabulary of experts who are providing the help, and the relative na...