Jensen–Shannon divergence
Measuring graph similarity through continuous-time quantum walks and the quantum Jensen-Shannon divergence
... In this paper, we introduce a novel kernel on unattributed graphs which evaluates the similarity between two graphs through the evolution of a suitably defined continuous-time quantum walk on their structure. We measure ...
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A quantum Jensen-Shannon graph kernel for unattributed graphs
... quantum Jensen-Shannon divergence as a means of measuring the in- formation theoretic dissimilarity of graphs and thus develop a novel graph ...quantum Jensen-Shannon divergence ...
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Effective Measures of Domain Similarity for Parsing
... parsing and PoS tagging. Interestingly, human- annotated labels did not perform better than the au- tomatic measures. The best technique is based on topic models, and compares document topic distri- butions estimated by ...
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Quantum Jensen-Shannon Graph Kernels using Discrete-time Quantum Walks
... In this section, we introduce the quantum mechanical formal- ism that will be used in this work. We begin by reviewing the concept of discrete-time quantum walk on a graph. We show how to associate with each graph a ...
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Transitive state alignment for the quantum jensen-shannon kernel
... quantum Jensen-Shannon divergence has only been experimentally shown to be negative definite for mixed states, our kernel is indeed positive definite, as proved in the previous ...
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Evaluation of Jensen-Shannon distance over sparse data
... Two authors [4, 9] have independently established that one form of Jensen- Shannon divergence is the square of a proper metric. Since then the metric has attracted some more interest in both ...
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About the sharpness of the Jensen inequality
... Divergences between probability distributions have been introduced to measure the dif- ference between them. A lot of different types of divergences exist, for example, the f -divergence, Rényi divergence, ...
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Intuitionistic Fuzzy Jensen-Rényi Divergence: Applications to Multiple-Attribute Decision Making
... statistics, divergence measures are commonly used for measuring the differences between two probability distributions [13 and ...[13] divergence is the well known such information theoretic ...theoretic ...
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New information inequalities on new f divergence by using ostrowski’s inequalities and its application
... Relative Jensen- Shannon divergence, Triangular Geometric divergence, Relative J- divergence, and Hellinger square divergence and Varitional distance independently in a specific ...
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Fast Depth-Based Subgraph Kernels for Unattributed Graphs
... associated Jensen-Shannon divergence measure between a pair of centroid expansion subgraphs only requires computation of quadratic vertex number, even a pair of large global graphs being ...required ...
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A generalized Hyers Ulam stability of a Pexiderized logarithmic functional equation in restricted domains
... The Hyers-Ulam stability problems of functional equations go back to 1940 when Ulam proposed a question concerning the approximate homomorphisms from a group to a metric group (see [1]). A partial answer was given by ...
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Some Inequalities for f-Divergence Measures Generated by 2n-Convex Functions
... Similar results may be considered for other log-convex functions for which the log-derivatives are function of specific interest and generating δ−divergences which can be easier to calculate/estimate. In the next section ...
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Performance Base Empirical Analysis of Mutual Fund of Nepal
... Table 1 indicates that the mutual fund from group A (based on dividend ad- justed return) all fund generate positive Jensen alpha. In Group B two funds (NEF and NIBLPF) show negative alpha, on overall basis fund ...
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The Community's Interest in Separate Corporate Stock: Jensen v Jensen
... The Community's Interest in Separate Corporate Stock Jensen v Jensen SMU Law Review Volume 37 | Issue 5 Article 4 1983 The Community's Interest in Separate Corporate Stock Jensen v Jensen Frederic C L[.] ...
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“Feste and Lear's Fool: Different Genres, Same Function"
... [9] Interestingly, the Fool is Shakespeare’s addition to his source play, King Leir.[r] ...
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CURRICULUM VITAE THOMAS R. SHANNON
... Curran J, Tang L, Roof SR, Velmurugan S, Millard A, Shonts S, Santiago DJ, Ahmad U, Perryman M, Bers DM, Mohler PJ, Ziolo MT, Shannon TR (2012) Nitric Oxide Mediates Increased Diastolic Sarcoplasmic Reticulum ...
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Shannon Respite, Clare
... Requirements This section sets out the actions that must be taken by the provider or person in charge to ensure compliance with the Health Act 2007 Care and Support of Residents in Desig[r] ...
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Estimation of Different Entropies via Taylor One Point and Taylor Two Points Interpolations Using Jensen Type Functionals
... of Jensen inequality using inequalities for the ˘ Ceby˘ sev functional and some results relating to the G¨ russ and Ostrowski type inequalities can be constructed as given in Section 3 of ...
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Hyers Ulam Stability of a Bi Jensen Functional Equation on a Punctured Domain
... Rassias, “On the ulam stability of Jensen and Jensen type mappings on restricted domains,” Journal of Mathematical Analysis and Applications, vol.. Park, “On the solution of a bi-Jensen [r] ...
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Bounds for the Normalised Jensen Functional
... Jensen’s inequality for convex function is one of the most known and exten- sively used inequality in various filed of Modern Mathematics. It is a source of many classical inequalities including the generalised triangle ...
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