AI Chat AI Image Generator AI Video Text to Speech

The Elliptical Quartic Exponential Distribution: An Annular Distribution Obtained via Maximum Entropy

10/09/2022

∙

by Christopher K. I. Williams, et al.

∙

∙

This paper describes the Elliptical Quartic Exponential distribution in ℝ^D, obtained via a maximum entropy construction by imposing second and fourth moment constraints. I discuss relationships to related work, analytical expressions for the normalization constant and the entropy, and the conditional and marginal distributions.

research

∙ 04/22/2018

Maximum entropy priors with derived parameters in a specified distribution

We propose a method for transforming probability distributions so that p...

0 Will Handley, et al. ∙

research

∙ 04/07/2022

Categorical Distributions of Maximum Entropy under Marginal Constraints

The estimation of categorical distributions under marginal constraints s...

0 Orestis Loukas, et al. ∙

research

∙ 02/05/2020

Exploring Maximum Entropy Distributions with Evolutionary Algorithms

This paper shows how to evolve numerically the maximum entropy probabili...

0 Raul Rojas, et al. ∙

research

∙ 12/22/2021

Entropic Herding

Herding is a deterministic algorithm used to generate data points that c...

0 Hiroshi Yamashita, et al. ∙

research

∙ 06/06/2016

Neural computation from first principles: Using the maximum entropy method to obtain an optimal bits-per-joule neuron

Optimization results are one method for understanding neural computation...

0 William B Levy, et al. ∙

research

∙ 09/04/2007

Filtering Additive Measurement Noise with Maximum Entropy in the Mean

The purpose of this note is to show how the method of maximum entropy in...

0 Henryk Gzyl, et al. ∙

research

∙ 09/08/2017

Entropic Determinants

The ability of many powerful machine learning algorithms to deal with la...

0 Diego Granziol, et al. ∙