no code implementations • 12 Apr 2024 • Valentina Ghidini, Michael Multerer, Jacopo Quizi, Rohan Sen
This work introduces the definition of observation-specific explanations to assign a score to each data point proportional to its importance in the definition of the prediction process.
no code implementations • 8 Jul 2023 • Michael Multerer, Paul Schneider, Rohan Sen
We seek to extract a small number of representative scenarios from large and high-dimensional panel data that are consistent with sample moments.