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Bivariate inverse gaussian distribution
Annals of the Institute of Statistical Mathematics, 1981A bivariate inverse Gaussian (IG) density function is constructed. Relations of the bivariate IG distribution to the normal and χ2 distributions are established. The corresponding bivariate random walk (RW) density function is obtained. The properties and behaviour of bivariate IG distribution are studied for large parametric values.
Al-Hussaini, Essam K. +1 more
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A Novel Robust Gaussian–Student's t Mixture Distribution Based Kalman Filter
IEEE Transactions on Signal Processing, 2019In this paper, a novel Gaussian–Student's t mixture (GSTM) distribution is proposed to model non-stationary heavy-tailed noises. The proposed GSTM distribution can be formulated as a hierarchical Gaussian form by introducing a Bernoulli random variable ...
Yulong Huang +3 more
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Information Geometry of the Gaussian Distribution in View of Stochastic Optimization
Foundations of Genetic Algorithms, 2015We study the optimization of a continuous function by its stochastic relaxation, i.e., the optimization of the expected value of the function itself with respect to a density in a statistical model.
Luigi Malagò, Giovanni Pistone
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IEEE transactions on industrial electronics (1982. Print), 2022
Fengxinag Wang +6 more
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Fengxinag Wang +6 more
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Learning imbalanced datasets based on SMOTE and Gaussian distribution
Information Sciences, 2020Tingting Pan +3 more
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3D Gaussian Splatting as Markov Chain Monte Carlo
Neural Information Processing SystemsWhile 3D Gaussian Splatting has recently become popular for neural rendering, current methods rely on carefully engineered cloning and splitting strategies for placing Gaussians, which can lead to poor-quality renderings, and reliance on a good ...
Shakiba Kheradmand +8 more
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Bernstein Gaussian Distributions on Groups
Theory of Probability & Its Applications, 1987See the review in Zbl 0604.60010.
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Gaussian Process Regression for Materials and Molecules
Chemical Reviews, 2021Volker L Deringer +2 more
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