Parameter-Efficient Construction of the Rashomon Slice for Concept Bottleneck Models

In many machine learning problems, there may exist multiple models that achieve nearly identical predictive performance while relying on fundamentally different internal logic. However, standard training procedures produce a single model, offering no practical way to explore alternatives that may be