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| On the Prediction Instability of Graph Neural Networks | May 20, 2022 | Node ClassificationPrediction | CodeCode Available | 0 | 5 |
| On the Role of Negative Precedent in Legal Outcome Prediction | Aug 17, 2022 | Prediction | CodeCode Available | 0 | 5 |
| On the Role of Surrogates in Conformal Inference of Individual Causal Effects | Dec 16, 2024 | Causal InferenceConformal Prediction | CodeCode Available | 0 | 5 |
| Full-resolution MLPs Empower Medical Dense Prediction | Nov 28, 2023 | AnatomyImage Restoration | CodeCode Available | 0 | 5 |
| Fundus Image-based Visual Acuity Assessment with PAC-Guarantees | Dec 9, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Certifying Confidence via Randomized Smoothing | Sep 17, 2020 | LEMMAPrediction | CodeCode Available | 0 | 5 |
| Antibody interface prediction with 3D Zernike descriptors and SVM | Oct 5, 2018 | Antibody-antigen binding predictionBinary Classification | CodeCode Available | 0 | 5 |
| Certification for Differentially Private Prediction in Gradient-Based Training | Jun 19, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Certifiably Byzantine-Robust Federated Conformal Prediction | Jun 4, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |