conformal_classification
ltt
| conformal_classification | ltt | |
|---|---|---|
| 2 | 1 | |
| 211 | 58 | |
| - | - | |
| 0.0 | 0.6 | |
| over 1 year ago | 8 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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conformal_classification
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[P] 🚀 AWS launches Fortuna, an open-source library for Uncertainty Quantification
What is the best end-to-end example showing it? https://github.com/awslabs/fortuna/blob/main/examples/mnist_classification.ipynb ? It would be nice to have some visual explainer, as in https://github.com/aangelopoulos/conformal_classification .
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[R] Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification - Link to a free online lecture by the author in comments
​Uncertainty Sets for Image Classifiers using Conformal Prediction https://arxiv.org/abs/2009.14193 https://github.com/aangelopoulos/conformal_classification
ltt
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[R] Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification - Link to a free online lecture by the author in comments
​Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control https://arxiv.org/abs/2110.01052 https://github.com/aangelopoulos/ltt
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