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» On delayed prediction of individual sequences
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TIT
2002
116views more  TIT 2002»
13 years 4 months ago
On delayed prediction of individual sequences
Prediction of individual sequences is investigated for cases in which the decision maker observes a delayed version of the sequence, or is forced to issue his/her predictions a nu...
Marcelo J. Weinberger, Erik Ordentlich
TIT
1998
96views more  TIT 1998»
13 years 4 months ago
Sequential Prediction of Individual Sequences Under General Loss Functions
Abstract— We consider adaptive sequential prediction of arbitrary binary sequences when the performance is evaluated using a general loss function. The goal is to predict on each...
David Haussler, Jyrki Kivinen, Manfred K. Warmuth
TIT
2002
91views more  TIT 2002»
13 years 4 months ago
On limited-delay lossy coding and filtering of individual sequences
Abstract--We continue the study of adaptive schemes for the sequential lossy coding of individual sequences which was recently initiated by Linder and Lugosi. Specifically, we cons...
Tsachy Weissman, Neri Merhav
BMCBI
2004
141views more  BMCBI 2004»
13 years 4 months ago
Estimates of statistical significance for comparison of individual positions in multiple sequence alignments
Background: Profile-based analysis of multiple sequence alignments (MSA) allows for accurate comparison of protein families. Here, we address the problems of detecting statistical...
Ruslan Sadreyev, Nick V. Grishin
DCC
2006
IEEE
14 years 4 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