most citedInformation theoretic limits of robust sub-Gaussian mean estimation under star-shaped constraints

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stat.ME2026

Non-Parametric Model Calibration with Stochastic Control Parameters

Akshay Prasadan, Samopriya Basu, Faezeh Yazdi +2

We present a method for calibrating a computer model using non-parametric techniques where the inputs are stochastic but include calibration parameters whose distributions are unkn…

stat.ME2026

Continuity of the Solution of a Non-Parametric Bayesian Statistical Calibration Procedure

Akshay Prasadan, Donald Estep, Derek Bingham

Recent work has developed a non-parametric Bayesian approach to the calibration of a computer model, which abstractly amounts to the inversion of a pushforward of stochastic input…