AUnifyingPost-Processing Frameworkfor Multi-ObjectiveLearn-to-DeferProblems

Inthisparadigm, wepermit thesystem to defer a subset of its tasks to the expert. Although there are currently systems that follow this paradigm and are designed to optimize the accuracy of the final human-AI team, the general methodology for developing such systems under a set of constraints (e.g., algorithmic fairness, expert intervention budget, defer of anomaly,etc.)