81 search results - page 4 / 17 » On the Foundations of Universal Sequence Prediction |
ALT
2003
Springer
15 years 6 months ago
2003
Springer
Solomonoff unified Occam’s razor and Epicurus’ principle of multiple explanations to one elegant, formal, universal theory of inductive inference, which initiated the field...
NIPS
2003
14 years 11 months ago
2003
We consider an online learning scenario in which the learner can make predictions on the basis of a fixed set of experts. We derive upper and lower relative loss bounds for a cla...
161
click to vote
CSMR
2011
IEEE
14 years 1 months ago
2011
IEEE
Abstract—PROGRESS is a project and strategic research centre at M¨alardalen University in Sweden that is funded for 2006– 2010 by the Swedish Foundation for Strategic Research...
CJ
2008
14 years 9 months ago
2008
We will describe three kinds of probabilistic induction problems, and give general solutions for each , with associated convergence theorems that show they tend to give good proba...
CORR
2006
Springer
14 years 9 months ago
2006
Springer
Competitive on-line prediction (also known as universal prediction of individual sequences) is a strand of learning theory avoiding making any stochastic assumptions about the way...