2 papers
stat.ME2025
Estimation of Treatment Effects based on Kernel Matching
Chong Ding, Zheng Li, Hon Keung Tony Ng +1
Kernel matching is a widely used technique for estimating treatment effects, particularly valuable in observational studies where randomized controlled trials are not feasible. Whi…
cs.LG2025
Variational Inference Optimized Using the Curved Geometry of Coupled Free Energy
Kenric Nelson, Igor Oliveira, Amenah Al-Najafi +2
We introduce an optimization framework for variational inference based on the coupled free energy, extending variational inference techniques to account for the curved geometry of…