The design of global correlation quantifiers and continuous notions of statistical sufficiency

N Carrara, K Vanslette - Entropy, 2020 - mdpi.com
Using first principles from inference, we design a set of functionals for the purposes of
ranking joint probability distributions with respect to their correlations. Starting with a general …

[图书][B] The Entropic Dynamics of Relativistic Quantum Fields in Curved Space-time

S Ipek - 2021 - search.proquest.com
It has often been the case in history that the laws of physics have been used as the
framework for understanding and implementing information processing. The tacit …

Why simple quadrature is just as good as Monte Carlo

K Vanslette, A Al Alsheikh… - Monte Carlo Methods and …, 2020 - degruyter.com
We motive and calculate Newton–Cotes quadrature integration variance and compare it
directly with Monte Carlo (MC) integration variance. We find an equivalence between …

[图书][B] The foundations of inference and its application to fundamental physics

N Carrara - 2021 - search.proquest.com
THE FOUNDATIONS OF INFERENCE AND ITS APPLICATION TO FUNDAMENTAL PHYSICS
Page 1 THE FOUNDATIONS OF INFERENCE AND ITS APPLICATION TO FUNDAMENTAL …

The design of mutual information as a global correlation quantifier

N Carrara, K Vanslette - 2020 - dspace.mit.edu
Using first principles from inference, we design a set of functionals for the purposes of
ranking joint probability distributions with respect to their correlations. Starting with a general …