81 search results - page 1 / 17 » On the Foundations of Universal Sequence Prediction |
CORR
2006
Springer
13 years 4 months ago
2006
Springer
Solomonoff completed the Bayesian framework by providing a rigorous, unique, formal, and universal choice for the model class and the prior. We discuss in breadth how and in which...
ECML
2001
Springer
13 years 9 months ago
2001
Springer
Solomonoff’s uncomputable universal prediction scheme ξ allows to predict the next
ICML
2001
IEEE
14 years 5 months ago
2001
IEEE
The Bayesian framework is ideally suited for induction problems. The probability of observing xt at
TIT
2002
13 years 4 months ago
2002
We consider the problem of sequential linear prediction of real-valued sequences under the square-error loss function. For this problem, a prediction algorithm has been demonstrate...
DCC
2006
IEEE
14 years 4 months ago
2006
IEEE
In this work we consider the problem of universal prediction of individual sequences where the universal predictor is a deterministic finite state machine, with a fixed, relativel...