Marx, Charles

7 publications

TMLR 2025 Calibrated Probabilistic Forecasts for Arbitrary Sequences Charles Marx, Volodymyr Kuleshov, Stefano Ermon

UAI 2025 Calibrated Regression Against an Adversary Without Regret Shachi Deshpande, Charles Marx, Volodymyr Kuleshov

AISTATS 2024 Online Calibrated and Conformal Prediction Improves Bayesian Optimization Shachi Deshpande, Charles Marx, Volodymyr Kuleshov

AISTATS 2023 But Are You Sure? an Uncertainty-Aware Perspective on Explainable AI Charles Marx, Youngsuk Park, Hilaf Hasson, Yuyang Wang, Stefano Ermon, Luke Huan

ICML 2022 Modular Conformal Calibration Charles Marx, Shengjia Zhao, Willie Neiswanger, Stefano Ermon

ICML 2020 Predictive Multiplicity in Classification Charles Marx, Flavio Calmon, Berk Ustun

NeurIPS 2019 Disentangling Influence: Using Disentangled Representations to Audit Model Predictions Charles Marx, Richard Phillips, Sorelle Friedler, Carlos Scheidegger, Suresh Venkatasubramanian