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» Universal Sequencing on a Single Machine
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IPCO
2010
143views Optimization» more  IPCO 2010»
13 years 6 months ago
Universal Sequencing on a Single Machine
Leah Epstein, Asaf Levin, Alberto Marchetti-Spacca...
ECML
2001
Springer
13 years 9 months ago
Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences
Solomonoff’s uncomputable universal prediction scheme ξ allows to predict the next
Marcus Hutter
ICML
2001
IEEE
14 years 6 months ago
General Loss Bounds for Universal Sequence Prediction
The Bayesian framework is ideally suited for induction problems. The probability of observing xt at
Marcus Hutter
DCC
2006
IEEE
14 years 5 months ago
Non-Asymptotic Design of Finite State Universal Predictors for Individual Sequences
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...
Amir Ingber, Meir Feder