2 papers
stat.ML2025
Weighted Support Points from Random Measures: An Interpretable Alternative for Generative Modeling
Peiqi Zhao, Carlos E. RodrÃguez, Ramsés H. Mena +1
Support points summarize a large dataset through a smaller set of representative points that can be used for data operations, such as Monte Carlo integration, without requiring acc…
stat.ME2025
Martingale Posteriors from Score Functions
Fuheng Cui, Stephen G. Walker
Uncertainty associated with statistical problems arises due to what has not been seen as opposed to what has been seen. Using probability to quantify the uncertainty the task is to…