81 search results - page 2 / 17 » On the Foundations of Universal Sequence Prediction |
TSP
2008
13 years 5 months ago
2008
We consider sequential regression of individual sequences under the square error loss. Using a competitive algorithm framework, we construct a sequential algorithm that can achieve...
RECOMB
2007
Springer
14 years 5 months ago
2007
Springer
Our group has recently developed a compact, universal protein binding microarray (PBM) that can be used to determine the binding preferences of transcription factors (TFs) [1]. Thi...
ALT
2005
Springer
14 years 2 months ago
2005
Springer
We bound the future loss when predicting any (computably) stochastic sequence online. Solomonoff finitely bounded the total deviation of his universal predictor M from the true ...
ISCA
1998
IEEE
13 years 9 months ago
1998
IEEE
Data compression and prediction are closely related. Thus prediction methods based on data compression algorithms have been suggested for the branch prediction problem. In this wo...
COLT
2004
Springer
13 years 11 months ago
2004
Springer
We study the properties of the Minimum Description Length principle for sequence prediction, considering a two-part MDL estimator which is chosen from a countable class of models....