4 citations · 9 across the 11 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
stat.AP2024
Robust Distributed Learning of Functional Data From Simulators through Data Sketching
R. Jacob Andros, Rajarshi Guhaniyogi, Devin Francom +1
In environmental studies, realistic simulations are essential for understanding complex systems. Statistical emulation with Gaussian processes (GPs) in functional data models have…
stat.CO2024
Sequential Monte Carlo for Cut-Bayesian Posterior Computation
Joseph Mathews, Giri Gopalan, James Gattiker +2
We propose a sequential Monte Carlo (SMC) method to efficiently and accurately compute cut-Bayesian posterior quantities of interest, variations of standard Bayesian approaches con…