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physics.data-an2020
Maximum Entropy competes with Maximum Likelihood
A. E. Allahverdyan, N. H. Martirosyan
Maximum entropy (MAXENT) method has a large number of applications in theoretical and applied machine learning, since it provides a convenient non-parametric tool for estimating un…
physics.data-an2017
Statistical tests for MIXMAX pseudorandom number generator
Narek H. Martirosyan, Gevorg A. Karyan, Norayr Z. Akopov
The Pseudo-Random Number Generators (PRNGs) are key tools in Monte Carlo simulations. More recently, the MIXMAX PRNG has been included in ROOT and Class Library for High Energy Phy…