activity
20162026
most citedParallel MCMC Algorithms: Theoretical Foundations, Algorithm Design, Case Studies

3 citations · 4 across the 10 of their papers we have counts for

collaborators

13 papers

math.ST2026

On the mixing properties of some preconditioned multiproposal Markov Chain Monte Carlo algorithms

Giulia Carigi, Nathan E. Glatt-Holtz, Cecilia F. Mondaini +1

We study two recently discovered "dimension-free" Monte Carlo sampling algorithms, the multiproposal and multiple-try preconditioned Crank-Nicolson methods (mpCN and MTpCN). These…

math.AP2026

Optimal minimax formula for bounds on ensemble averages of statistically stationary three-dimensional Navier-Stokes flows

Anne Bronzi, Cecília F. Mondaini, Ricardo M. S. Rosa

We establish an optimal upper bound formula for ensemble averages of flow quantities associated with the three-dimensional incompressible Navier-Stokes equations. The formula takes…

stat.CO2026

Mad Props: Parallelism in Markov Chain Monte Carlo Through the Lens of the Infinite Proposal Limit

Nathan E. Glatt-Holtz, Andrew J. Holbrook, Justin A. Krometis +1

Multiproposal MCMC (MP-MCMC) algorithms use clouds of proposals to efficiently traverse state spaces and overcome complex target geometries. While MCMC methods are embarrassingly p…

math.AP2024

On the convergence of trajectory statistical solutions

Anne C. Bronzi, Cecilia F. Mondaini, Ricardo M. S. Rosa

In this work, a recently introduced general framework for trajectory statistical solutions is considered, and the question of convergence of families of such solutions is addressed…

stat.CO2024

Sacred and Profane: from the Involutive Theory of MCMC to Helpful Hamiltonian Hacks

Nathan E. Glatt-Holtz, Andrew J. Holbrook, Justin A. Krometis +2

In the first edition of this Handbook, two remarkable chapters consider seemingly distinct yet deeply connected subjects ...

math.AP2024

On the locally self-similar blowup for the generalized SQG equation

Anne Bronzi, Ricardo Guimarães, Cecilia Mondaini

We analyze finite-time blowup scenarios of locally self-similar type for the inviscid generalized surface quasi-geostrophic equation (gSQG) in . Under an growth…