GitHub - sverneka/ConfidentClassifierICLR19: Code for ICLR 2019 SafeML workshop paper: Analysis of Confident-Classifiers for Out-of-distribution Detection

This is the code for ICLR 2019 SafeML workshop paper titled "Analysis of Confident-Classifiers for Out-of-distribution Detection"

Each ipython notebook corresponds to each experiment mentioned in the paper.

Name		Name	Last commit message	Last commit date
gan_ood_proof_exp		gan_ood_proof_exp
README.md		README.md
classifier_3class_boundary.ipynb		classifier_3class_boundary.ipynb
classifier_3class_boundary_ndim.ipynb		classifier_3class_boundary_ndim.ipynb
classifier_3class_boundary_ndim_boundary.ipynb		classifier_3class_boundary_ndim_boundary.ipynb
classifier_3class_rectangle.ipynb		classifier_3class_rectangle.ipynb
classifier_3class_rectangle_ndim.ipynb		classifier_3class_rectangle_ndim.ipynb
classifier_3class_rectangle_ndim_gaussian.ipynb		classifier_3class_rectangle_ndim_gaussian.ipynb
classifier_confidence_boundary.ipynb		classifier_confidence_boundary.ipynb
classifier_confidence_boundary_ndim.ipynb		classifier_confidence_boundary_ndim.ipynb
classifier_confidence_boundary_ndim_gaussian.ipynb		classifier_confidence_boundary_ndim_gaussian.ipynb
classifier_confidence_rectangle.ipynb		classifier_confidence_rectangle.ipynb
classifier_confidence_rectangle_ndim.ipynb		classifier_confidence_rectangle_ndim.ipynb
classifier_confidence_rectangle_ndim_gaussian.ipynb		classifier_confidence_rectangle_ndim_gaussian.ipynb
exp1_a.png		exp1_a.png
exp1_b.png		exp1_b.png
exp1_c.png		exp1_c.png
exp2_a.png		exp2_a.png
exp2_b.png		exp2_b.png
exp2_c.png		exp2_c.png
exp3_a.png		exp3_a.png
exp3_b.png		exp3_b.png
exp3_c.png		exp3_c.png

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