Disentangling Influence: Using disentangled representations to audit model predictions. - Charles T. Marx; Richard L. Phillips; Sorelle A. Friedler; Carlos Scheidegger; Suresh Venkatasubramanian (NeurIPS, 2019)

Predictive Multiplicity in Classification. - Charles T. Marx; Flávio P. Calmon; Berk Ustun (ICML, 2020)

Classification with Conceptual Safeguards. - Hailey Joren; Charles T. Marx; Berk Ustun (ICLR, 2024)