35 citations · 95 across the 11 of their papers we have counts for
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stat.CO2023
From Estimation to Sampling for Bayesian Linear Regression with Spike-and-Slab Prior
Qijia Jiang
We consider Bayesian linear regression with sparsity-inducing prior and design efficient sampling algorithms leveraging posterior contraction properties. A quasi-likelihood with Ga…
stat.CO2022
On the Dissipation of Ideal Hamiltonian Monte Carlo Sampler
Qijia Jiang
We report on what seems to be an intriguing connection between variable integration time and partial velocity refreshment of Ideal Hamiltonian Monte Carlo samplers, both of which c…