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Found 3 papers, 1 papers with code
Convergence Rates for Gaussian Mixtures of Experts
We provide a theoretical treatment of over-specified Gaussian mixtures of experts with covariate-free gating networks.
Posterior Distribution for the Number of Clusters in Dirichlet Process Mixture Models
In this work, we provide a rigorous study for the posterior distribution of the number of clusters in DPMM under different prior distributions on the parameters and constraints on the distributions of the data.
Efficient Reactive Brownian Dynamics
We develop a Split Reactive Brownian Dynamics (SRBD) algorithm for particle simulations of reaction-diffusion systems based on the Doi or volume reactivity model, in which pairs of particles react with a specified Poisson rate if they are closer than a chosen reactive distance.
Statistical Mechanics
