3 citations · 7 across the 23 of their papers we have counts for
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Asymptotics for additive functionals of particle systems via Stein's method
Arturo Jaramillo, Antonio Murillo-Salas
We consider additive functionals of systems of random measures whose initial configuration is given by a Poisson point process, and whose individual components evolve according to…
Additive functionals of Harmonic samples: the conditioned Dickman regime
Victor Bernal Ramirez, Arturo Jaramillo
We study the distributional behavior of additive arithmetic functions evaluated at integers drawn from the harmonic distribution. Our main result shows that, for a broad family of…
Branching Stein Variational Gradient Descent for sampling multimodal distributions
Isaías Bañales, Arturo Jaramillo, Joshué Helí Ricalde-Guerrero
We propose a novel particle-based variational inference method designed to work with multimodal distributions. Our approach, referred to as Branched Stein Variational Gradient Desc…