2 papers
stat.ME2025
Normalizing Flow to Augmented Posterior: Conditional Density Estimation with Interpretable Dimension Reduction for High Dimensional Data
Cheng Zeng, George Michailidis, Hitoshi Iyatomi +1
The conditional density characterizes the distribution of a response variable given other predictor , and plays a key role in many statistical tasks, including classificatio…
stat.ME2025
Gradient-bridged Posterior: Bayesian Inference for Models with Implicit Functions
Cheng Zeng, Yaozhi Yang, Jason Xu +1
Many statistical problems include model parameters that are defined as the solutions to optimization sub-problems. These include classical approaches such as profile likelihood as…