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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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publications
Rapid Identification of Deepwater Horizon Oil Residues Using X-Ray Fluorescence
Anna P. M. Michel, Alexandra E. Morrison, Charles Marx, Helen K. White
Examining Inputs of Biogenic and Oil-Derived Hydrocarbons in Surface Waters Following the Deepwater Horizon Oil Spill
Helen K. White, Charles Marx, David L. Valentine, Charles Sharpless, Christoph Aeppli, Kelsey M. Gosselin, Veronika Kivenson, Rachel M. Liu, Robert K. Nelson, Sean P. Sylva, Christopher M. Reddy
Disentangling Influence: Using Disentangled Representations to Audit Model Predictions
Charles Marx, Richard Lanas Phillips, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
Predictive Multiplicity in Classification
Charles Marx, Flavio du Pin Calmon, Berk Ustun
Selected for Oral Presentation at 2019 NeurIPS Workshop for Human-Centric ML
Modular Conformal Calibration
Charles Marx* , Shengjia Zhao*, Willie Neiswanger, Stefano Ermon
But Are You Sure? An Uncertainty-aware Perspective on Explainable AI
Charles Marx, Youngsuk Park, Hilaf Hasson, Yuyang Wang, Stefano Ermon, Luke Huan
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics
Charles Marx*, Sofian Zalouk*, Stefano Ermon
Calibrated Probabilistic Forecasts for Arbitrary Sequences
Charles Marx, Volodymyr Kuleshov, Stefano Ermon