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stat.ML2026
Simulation-based Bayesian inference with ameliorative learned summary statistics -- Part I
Getachew K. Befekadu
This paper, which is Part 1 of a two-part paper series, considers a simulation-based inference with learned summary statistics, in which such a learned summary statistic serves as…
stat.ML2026
A brief note on learning problem with global perspectives
Getachew K. Befekadu
This brief note considers the problem of learning with dynamic-optimizing principal-agent setting, in which the agents are allowed to have global perspectives about the learning pr…
stat.ML2024
A decision-theoretic model for a principal-agent collaborative learning problem
Getachew K Befekadu
In this technical note, we consider a collaborative learning framework with principal-agent setting, in which the principal at each time-step determines a set of appropriate aggreg…