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Charles Marx
Charles Marx
Other namesCharlie Marx
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Predictive multiplicity in classification
C Marx, F Calmon, B Ustun
International Conference on Machine Learning, 6765-6774, 2020
1072020
Rapid Identification of Marine Plastic Debris via Spectroscopic Techniques and Machine Learning Classifiers
APM Michel, AE Morrison, VL Preston, CT Marx, BC Colson, HK White
Environmental Science & Technology 54 (17), 10630-10637, 2020
742020
Disentangling Influence: Using disentangled representations to audit model predictions
C Marx, R Phillips, S Friedler, C Scheidegger, S Venkatasubramanian
Advances in Neural Information Processing Systems, 4496-4506, 2019
252019
Examining inputs of biogenic and oil-derived hydrocarbons in surface waters following the Deepwater Horizon oil spill
HK White, CT Marx, DL Valentine, C Sharpless, C Aeppli, KM Gosselin, ...
ACS Earth and Space Chemistry 3 (7), 1329-1337, 2019
132019
Modular Conformal Calibration
C Marx, S Zhao, W Neiswanger, S Ermon
International Conference on Machine Learning, 15180-15195, 2022
102022
But Are You Sure? An Uncertainty-aware Perspective on Explainable AI
C Marx, Y Park, H Hasson, Y Wang, S Ermon, L Huan
International Conference on Artificial Intelligence and Statistics, 7375-7391, 2023
72023
Rapid Identification of Deepwater Horizon Oil Residues Using X-ray Fluorescence
APM Michel, AE Morrison, CT Marx, HK White
Environmental Science & Technology Letters 6 (1), 34-37, 2018
72018
Identification of persistent oil residues in Prince William Sound, Alaska using rapid spectroscopic techniques
HK White, AE Morrison, C Dhoonmoon, H Caballero-Gomez, M Luu, ...
Marine Pollution Bulletin 161, 111718, 2020
42020
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics
C Marx, S Zalouk, S Ermon
Advances in Neural Information Processing Systems 36, 2024
2024
Classification with Conceptual Safeguards
H Joren, CT Marx, B Ustun
The Twelfth International Conference on Learning Representations, 2023
2023
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