Matches in DBpedia 2015-10 for { <http://dbpedia.org/resource/Kullback–Leibler_divergence> ?p ?o }
- Kullback–Leibler_divergence abstract "In probability theory and information theory, the Kullback–Leibler divergence (also information divergence, information gain, relative entropy, KLIC, or KL divergence) is a non-symmetric measure of the difference between two probability distributions P and Q. Specifically, the Kullback–Leibler divergence of Q from P, denoted DKL(P‖Q), is a measure of the information lost when Q is used to approximate P: The Kullback–Leibler divergence measures the expected number of extra bits (so intuitively it is non negative; this can be verified by Jensen's inequality) required to code samples from P when using a code optimized for Q, rather than using the true code optimized for P. Typically P represents the "true" distribution of data, observations, or a precisely calculated theoretical distribution. The measure Q typically represents a theory, model, description, or approximation of P.Although it is often intuited as a metric or distance, the Kullback–Leibler divergence is not a true metric — for example, it is not symmetric: the Kullback–Leibler divergence from P to Q is generally not the same as that from Q to P. However, its infinitesimal form, specifically its Hessian, is a metric tensor: it is the Fisher information metric.Kullback–Leibler divergence is a special case of a broader class of divergences called f-divergences.It was originally introduced by Solomon Kullback and Richard Leibler in 1951 as the directed divergence between two distributions.It can be derived from a Bregman divergence.".
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- Kullback–Leibler_divergence wikiPageWikiLink Absolute_continuity.
- Kullback–Leibler_divergence wikiPageWikiLink Absolutely_continuous_measure.
- Kullback–Leibler_divergence wikiPageWikiLink Akaike_Information_Criterion.
- Kullback–Leibler_divergence wikiPageWikiLink Akaike_information_criterion.
- Kullback–Leibler_divergence wikiPageWikiLink Alfréd_Rényi.
- Kullback–Leibler_divergence wikiPageWikiLink Almost_everywhere.
- Kullback–Leibler_divergence wikiPageWikiLink Bayes_theorem.
- Kullback–Leibler_divergence wikiPageWikiLink Bayesian_experimental_design.
- Kullback–Leibler_divergence wikiPageWikiLink Bayesian_information_criterion.
- Kullback–Leibler_divergence wikiPageWikiLink Bayesian_statistics.
- Kullback–Leibler_divergence wikiPageWikiLink Bit.
- Kullback–Leibler_divergence wikiPageWikiLink Bregman_divergence.
- Kullback–Leibler_divergence wikiPageWikiLink Category:Entropy_and_information.
- Kullback–Leibler_divergence wikiPageWikiLink Category:F-divergences.
- Kullback–Leibler_divergence wikiPageWikiLink Category:Statistical_theory.
- Kullback–Leibler_divergence wikiPageWikiLink Category:Thermodynamics.
- Kullback–Leibler_divergence wikiPageWikiLink Chi-squared_test.
- Kullback–Leibler_divergence wikiPageWikiLink Conditional_entropy.
- Kullback–Leibler_divergence wikiPageWikiLink Conference_on_Neural_Information_Processing_Systems.
- Kullback–Leibler_divergence wikiPageWikiLink Continuous_random_variable.
- Kullback–Leibler_divergence wikiPageWikiLink Covariance_matrix.
- Kullback–Leibler_divergence wikiPageWikiLink Cross_entropy.
- Kullback–Leibler_divergence wikiPageWikiLink Data_compression.
- Kullback–Leibler_divergence wikiPageWikiLink Data_differencing.
- Kullback–Leibler_divergence wikiPageWikiLink Density_matrix.
- Kullback–Leibler_divergence wikiPageWikiLink Deviance_information_criterion.
- Kullback–Leibler_divergence wikiPageWikiLink Differential_entropy.
- Kullback–Leibler_divergence wikiPageWikiLink Dimensional_analysis.
- Kullback–Leibler_divergence wikiPageWikiLink Discrete_probability_distribution.
- Kullback–Leibler_divergence wikiPageWikiLink Divergence.
- Kullback–Leibler_divergence wikiPageWikiLink E.T._Jaynes.
- Kullback–Leibler_divergence wikiPageWikiLink E_(mathematical_constant).
- Kullback–Leibler_divergence wikiPageWikiLink Earth_Movers_Distance.
- Kullback–Leibler_divergence wikiPageWikiLink Earth_movers_distance.
- Kullback–Leibler_divergence wikiPageWikiLink Edwin_Thompson_Jaynes.
- Kullback–Leibler_divergence wikiPageWikiLink Einstein_notation.
- Kullback–Leibler_divergence wikiPageWikiLink Einstein_summation_convention.
- Kullback–Leibler_divergence wikiPageWikiLink Entropic_value_at_risk.
- Kullback–Leibler_divergence wikiPageWikiLink Entropy.
- Kullback–Leibler_divergence wikiPageWikiLink Entropy_(information_theory).
- Kullback–Leibler_divergence wikiPageWikiLink Entropy_maximization.
- Kullback–Leibler_divergence wikiPageWikiLink Entropy_power_inequality.
- Kullback–Leibler_divergence wikiPageWikiLink Exergy.
- Kullback–Leibler_divergence wikiPageWikiLink F-divergence.
- Kullback–Leibler_divergence wikiPageWikiLink File:KL-Gauss-Example.png.
- Kullback–Leibler_divergence wikiPageWikiLink Fisher_information_metric.
- Kullback–Leibler_divergence wikiPageWikiLink Gibbs_free_energy.
- Kullback–Leibler_divergence wikiPageWikiLink Gibbs_inequality.
- Kullback–Leibler_divergence wikiPageWikiLink Hellinger_distance.
- Kullback–Leibler_divergence wikiPageWikiLink Helmholtz_free_energy.
- Kullback–Leibler_divergence wikiPageWikiLink Hessian_matrix.
- Kullback–Leibler_divergence wikiPageWikiLink Huffman_coding.
- Kullback–Leibler_divergence wikiPageWikiLink I.J._Good.
- Kullback–Leibler_divergence wikiPageWikiLink I._J._Good.
- Kullback–Leibler_divergence wikiPageWikiLink Information_entropy.
- Kullback–Leibler_divergence wikiPageWikiLink Information_gain_in_decision_trees.
- Kullback–Leibler_divergence wikiPageWikiLink Information_gain_ratio.
- Kullback–Leibler_divergence wikiPageWikiLink Information_theory.
- Kullback–Leibler_divergence wikiPageWikiLink Information_theory_and_measure_theory.
- Kullback–Leibler_divergence wikiPageWikiLink Jensens_inequality.
- Kullback–Leibler_divergence wikiPageWikiLink Jensen–Shannon_divergence.
- Kullback–Leibler_divergence wikiPageWikiLink Joint_probability_distribution.
- Kullback–Leibler_divergence wikiPageWikiLink Josiah_Willard_Gibbs.
- Kullback–Leibler_divergence wikiPageWikiLink Kolmogorov–Smirnov_test.
- Kullback–Leibler_divergence wikiPageWikiLink Krafts_inequality.
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- Kullback–Leibler_divergence wikiPageWikiLink Laplace.
- Kullback–Leibler_divergence wikiPageWikiLink Large_deviations.
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- Kullback–Leibler_divergence wikiPageWikiLink Logarithm.
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- Kullback–Leibler_divergence wikiPageWikiLink Loss_function.
- Kullback–Leibler_divergence wikiPageWikiLink Marginal_distribution.
- Kullback–Leibler_divergence wikiPageWikiLink Marginal_probability.
- Kullback–Leibler_divergence wikiPageWikiLink Matching_distance.
- Kullback–Leibler_divergence wikiPageWikiLink Maximum_likelihood.
- Kullback–Leibler_divergence wikiPageWikiLink Maximum_spacing_estimation.
- Kullback–Leibler_divergence wikiPageWikiLink Measure_(mathematics).
- Kullback–Leibler_divergence wikiPageWikiLink Metric_(mathematics).
- Kullback–Leibler_divergence wikiPageWikiLink Metric_space.
- Kullback–Leibler_divergence wikiPageWikiLink Metric_tensor.
- Kullback–Leibler_divergence wikiPageWikiLink Multivariate_normal_distribution.
- Kullback–Leibler_divergence wikiPageWikiLink Mutual_information.
- Kullback–Leibler_divergence wikiPageWikiLink Nat_(unit).
- Kullback–Leibler_divergence wikiPageWikiLink Optimal_design.
- Kullback–Leibler_divergence wikiPageWikiLink Partition_function_(mathematics).
- Kullback–Leibler_divergence wikiPageWikiLink Patch_(computing).
- Kullback–Leibler_divergence wikiPageWikiLink Pierre-Simon_Laplace.