Sentence examples for based on information theoretic from inspiring English sources

Based on information theoretic foundations, and equipped with tools from submodular optimization theory, I will present a rigorous analysis of the widely-used sequential information maximization policy (also known as the information-gain heuristic).

We also propose a new measure that quantifies privacy based on information theoretic concepts, and show that decreasing privacy improves the quality of the global model and vice versa.

This article presents a class of methods for solving the permutation problem based on information theoretic distance measures.

Historically, multiple methods are proposed for how to select the rank r, such as AIC-type (AIC, Akaike Information Criterion and MDL, Minimum Description Length [18]) which are based on information theoretic criteria or ESPRIT-type (ESTER, ESTimation Error [19] and SAMOS, Subspace-based Automatic Model Order Selection [20]) based on the shift invariance equation.

In addition, HMMER supports external and internal sequence weighting strategies based on information theoretic principles.

For categorical values that belong to partially ordered sets, such as biological ontologies, we use a similarity assessment strategy based on information theoretic principles.

In order to be able to recover from such tracking failure this paper introduces a novel method for automatically choosing the object model which best fits the current context based on information-theoretic concepts.

In particular, the best bounds on the sample complexity or sequence-length requirement of maximum likelihood, that is, the amount of data required for correct reconstruction, are exponential in the number, n, of tips-far from known lower bounds based on information-theoretic arguments.

Unification is also based on information-theoretic transfer or inference relations.

It adopts an evolutionary method based on information-theoretic criteria.

In addition, HMMER supports the maximum entropy method that is based on information-theoretic principles.