| Predictive multiplicity in classification C Marx, F Calmon, B Ustun International Conference on Machine Learning, 6765-6774, 2020 | 188* | 2020 |
| 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 | 97 | 2020 |
| 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 | 26 | 2019 |
| 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 | 17 | 2023 |
| 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 | 15 | 2019 |
| Modular Conformal Calibration C Marx, S Zhao, W Neiswanger, S Ermon International Conference on Machine Learning, 15180-15195, 2022 | 14 | 2022 |
| 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 | 7 | 2018 |
| 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 | 5 | 2020 |
| Calibration by Distribution Matching: Trainable Kernel Calibration Metrics C Marx, S Zalouk, S Ermon Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
| Online Calibrated and Conformal Prediction Improves Bayesian Optimization S Deshpande, C Marx, V Kuleshov International Conference on Artificial Intelligence and Statistics, 1450-1458, 2024 | 3 | 2024 |
| Classification with Conceptual Safeguards H Joren, C Marx, B Ustun The Twelfth International Conference on Learning Representations, 2024 | | 2024 |
| Calibrated Probabilistic Forecasts for Arbitrary Sequences C Marx, V Kuleshov, S Ermon arXiv e-prints, arXiv: 2409.19157, 2024 | | 2024 |
| Calibrated Regression Against An Adversary Without Regret S Deshpande, C Marx, V Kuleshov arXiv e-prints, arXiv: 2302.12196, 2023 | | 2023 |
Helen K. WhiteProfessor of Chemistry and Environmental Studies, Haverford CollegeEmail verificata su alum.mit.edu