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stat.ML2024
A Stein Gradient Descent Approach for Doubly Intractable Distributions
Heesang Lee, Songhee Kim, Bokgyeong Kang +1
Bayesian inference for doubly intractable distributions is challenging because they include intractable terms, which are functions of parameters of interest. Although several alter…
stat.ME2024
Bayesian Function-on-Function Regression for Spatial Functional Data
Heesang Lee, Dagun Oh, Sunhwa Choi +1
Spatial functional data arise in many settings, such as particulate matter curves observed at monitoring stations and age population curves at each areal unit. Most existing functi…