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On the Quantum versus Classical Learnability of Discrete Distributions [PDF]

open access: yesQuantum, 2021
Here we study the comparative power of classical and quantum learners for generative modelling within the Probably Approximately Correct (PAC) framework.
Ryan Sweke   +3 more
doaj   +1 more source

Some Functionals and Approximation Operators Associated with a Family of Discrete Probability Distributions

open access: yesMathematics, 2023
A certain discrete probability distribution was considered in [“A discrete probability distribution and some applications”, Mediterr. J. Math., 2023]. Its basic properties were investigated and some applications were presented.
Ana Maria Acu   +2 more
doaj   +1 more source

On a Parametrization of Partial-Sums Discrete Probability Distributions

open access: yesMathematics, 2022
For every discrete probability distribution, there is one and only one partial summation which leaves the distribution unchanged. This invariance property is reconsidered for distributions with one parameter. We show that if we change the parameter value
Ján Mačutek   +2 more
doaj   +1 more source

On adaptive refinements in discrete probabilistic fracture models [PDF]

open access: yesFracture and Structural Integrity, 2017
The possibility to adaptively change discretization density is a well acknowledged and used feature of many continuum models. It is employed to save computational time and increase solution accuracy.
J. Eliáš
doaj   +1 more source

Hyper Normalisation and Conditioning for Discrete Probability Distributions [PDF]

open access: yesLogical Methods in Computer Science, 2017
Normalisation in probability theory turns a subdistribution into a proper distribution. It is a partial operation, since it is undefined for the zero subdistribution. This partiality makes it hard to reason equationally about normalisation.
Bart Jacobs
doaj   +1 more source

Research on Mathematic Relationship of Discrete Reliability Parameters

open access: yesHangkong gongcheng jinzhan, 2020
In the aerospace system, there are many reliability parameters to describe the reliability characteristics of products, but most of them are based on continuous reliability parameters in continuous time, and there are fewer descriptions of discrete ...
HUO Jianwei   +2 more
doaj   +1 more source

Determining correlation between probability of stability and reliability at discrete systems [PDF]

open access: yesTehnika, 2015
The existence of correlation between probability of stability and reliability of discrete dynamical systems is proven in this paper. Calculated correlation coefficient shows very high level of correlation.
Zlatković Bojana M.   +1 more
doaj   +1 more source

Coherent Dynamics of Quantum Systems with Non-Uniform Fourier Space Excited by Laser Radiation

open access: yesZanco Journal of Pure and Applied Sciences, 2022
The algorithm is presented to solve dynamical equations for excitation of molecular models with multiple energy levels. It uses only discrete structures: discrete orthogonal polynomials constructed specially in Fourier space of the probability amplitudes,
Sary Banjak , Vadim Savva
doaj   +1 more source

Research on Age of Information for Discrete-Time System with Ber/Geo/1/1 [PDF]

open access: yesJisuanji gongcheng, 2023
Due to the dynamic changes in the environment of real-time monitoring systems,such as the Internet of Vehicles(IoV) and remote surgery,it is inevitable for such systems to focus on the freshness of received information.The infrastructure in the Internet ...
WEI Zhemin, JIA Xiangdong, CHEN Zhi, ZHAO Yuhua
doaj   +1 more source

New discrete heavy tailed distributions as models for insurance data.

open access: yesPLoS ONE, 2023
Although many data sets are discrete and heavy tailed (for example, number of claims and claim amounts if recorded as rounded values), not many discrete heavy tailed distributions are available in the literature.
Saralees Nadarajah, Jiahang Lyu
doaj   +1 more source

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