1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2025
FlowVAT: Normalizing Flow Variational Inference with Affine-Invariant Tempering
Juehang Qin, Shixiao Liang, Christopher Tunnell
Multi-modal and high-dimensional posteriors present significant challenges for variational inference, causing mode-seeking behavior and collapse despite the theoretical expressiven…
cs.LG2024★ 1 cited
Fast Bayesian Inference for Neutrino Non-Standard Interactions at Dark Matter Direct Detection Experiments
Dorian W. P. Amaral, Shixiao Liang, Juehang Qin +1
Multi-dimensional parameter spaces are commonly encountered in physics theories that go beyond the Standard Model. However, they often possess complicated posterior geometries that…