Charles Marx

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Conformal Prediction

Top Venues

Publications

Shachi Deshpande, Charles Marx, Volodymyr Kuleshov
Online Calibrated and Conformal Prediction Improves Bayesian Optimization. AISTATS (2024)
Charles Marx, Youngsuk Park, Hilaf Hasson, Yuyang Wang, Stefano Ermon, Luke Huan
But Are You Sure? An Uncertainty-Aware Perspective on Explainable AI. AISTATS (2023)
Charles Marx, Sofian Zalouk, Stefano Ermon
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics. CoRR (2023)
Charles Marx, Shengjia Zhao, Willie Neiswanger, Stefano Ermon
Modular Conformal Calibration. ICML (2022)
Charles Marx, Shengjia Zhou, Willie Neiswanger, Stefano Ermon
Modular Conformal Calibration. CoRR (2022)