Tony Cao

The Rashomon Set Has It All: Analyzing Trustworthiness of Trees under Multiplicity

In practice, many models from a function class can fit a dataset almost equally well. This collection of near-optimal models is known as the Rashomon set. Prior work has shown that the Rashomon set offers flexibility in choosing models aligned with secondary objectives like interpretability or fair…