36 citations · 85 across the 12 of their papers we have counts for
Showing stat.COShow all
2 papers · 1 filter
stat.CO2019
Bayesian Model Selection for High-Dimensional Ising Models, With Applications to Educational Data
Jaewoo Park, Ick Hoon Jin, Michael Schweinberger
Doubly-intractable posterior distributions arise in many applications of statistics concerned with discrete and dependent data, including physics, spatial statistics, machine learn…
stat.CO2018
Stochastic Approximation Hamiltonian Monte Carlo
Jonghyun Yun, Minsuk Shin, Ick Hoon Jin +1
Recently, the Hamilton Monte Carlo (HMC) has become widespread as one of the more reliable approaches to efficient sample generation processes. However, HMC is difficult to sample…