ml-stat-Sustech

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1. TorchCP TorchCP Public

   A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

   Python 477 51

2. CLIP_Calibration CLIP_Calibration Public

   [ICML'24] Open-Vocabulary Calibration for Fine-tuned CLIP

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3. conformal_prediction_via_label_ranking conformal_prediction_via_label_ranking Public

   [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking

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4. Outlier-Calibration Outlier-Calibration Public

   [ICML’25] Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models

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5. ConvexConcaveLoss ConvexConcaveLoss Public

   [ICML'24] Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss

   Python 10

6. SearcherKit SearcherKit Public

   Python 9 1