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Quantifying magic resource via quantum Jensen–Shannon divergence
Journal of Physics A: Mathematical and TheoreticalAbstract Magic is a precious resource necessary for achieving universal fault-tolerant quantum computation. Therefore, it is of vital importance to study the detection and quantification of the magic resource encompassed in quantum states and quantum gates both theoretically and experimentally.
Peihua Tian, Yuan Sun
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Analysis of symbolic sequences using the Jensen-Shannon divergence
Physical Review E, 2002We study statistical properties of the Jensen-Shannon divergence D, which quantifies the difference between probability distributions, and which has been widely applied to analyses of symbolic sequences. We present three interpretations of D in the framework of statistical physics, information theory, and mathematical statistics, and obtain ...
Grosse, Ivo +5 more
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Bounds for Jeffreys–Tsallis and Jensen–Shannon–Tsallis divergences
Physica A: Statistical Mechanics and its Applications, 2014zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Popescu, P. G. +2 more
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On the Equivalence Between Jensen–Shannon Divergence and Michelson Contrast
IEEE Transactions on Information Theory, 2012This paper focuses on the link between a visible linear and local distortion in a pictorial scene and its cost in terms of information theory quantities. In particular, a formal relation between the Michelson visual contrast and the Jensen-Shannon divergence (JSD) will be provided. A universal just noticeable threshold is also derived by maximizing JSD
BRUNI, VITTORIA +2 more
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Generalized quantum Jensen-Shannon divergence of imaginarity
Physics Letters AzbMATH Open Web Interface contents unavailable due to conflicting licenses.
Peihua Tian, Yuan Sun
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Automatic text categorization based on Jensen-Shannon Divergence
2011 International Conference on E-Business and E-Government (ICEE), 2011This paper studies the principle of text categorization in which Jensen-Shannon Divergence is used to calculate text similarity, comparing its accuracy of classification and time taking to the traditional Cosine Similarity algorithm. Experimental research shows that Jensen-Shannon Divergence algorithm will reach better results when test materials ...
Xiangdong Li +2 more
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Jensen Shannon Divergence as Reduced Reference Measure for Image Denoising
2016This paper focuses on the use the Jensen Shannon divergence for guiding denoising. In particular, it aims at detecting those image regions where noise is masked; denoising is then inhibited where it is useless from the visual point of view. To this aim a reduced reference version of the Jensen Shannon divergence is introduced and it is used for ...
Bruni V, Vitulano D
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Quantum Tsallis-Jensen-Shannon divergence and its bounds
In this paper, we first introduce some properties of quantum Tsallis-Jensen-Shannon divergence for two density matrices. Then one of the beautiful and very simple applications of Hermit-Hadamard’s inequality [S. Dragomir, et. al. Math. Methods Appl. Sci., 1–15 (2020)] for log-convexity in the concepts of quantum entropies and quantum Tsallis-Jensen ...Fatemeh Hassanzad +2 more
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