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Datasets:
darcook
/
DCPV-Artifacts

Tasks:
Image Classification
Tabular Regression
Reinforcement Learning
Tags:
active-learning
bayesian-deep-learning
out-of-distribution
uncertainty-estimation
License:
Dataset card Files
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  1. results/gmm_scores_cifar10_cifar100.npz +3 -0
  2. results/gmm_scores_mnist_fashion.npz +3 -0
  3. results/ood_cumulative.png +3 -0
  4. results/ood_grid_plot.png +3 -0
  5. results/ood_rate_analytic_predictive_variance.npy +3 -0
  6. results/ood_rate_analytic_random.npy +3 -0
  7. results/ood_rate_analytic_robust_pv.npy +3 -0
  8. results/ood_rate_analytic_sin_only.npy +3 -0
  9. results/ood_rate_cifar10_cifar100_analytic_predictive_variance.npy +3 -0
  10. results/ood_rate_cifar10_cifar100_analytic_random.npy +3 -0
  11. results/ood_rate_cifar10_cifar100_analytic_robust_pv.npy +3 -0
  12. results/ood_rate_cifar10_cifar100_analytic_robust_pv_gmm.npy +3 -0
  13. results/ood_rate_cifar10_svhn_analytic_predictive_variance.npy +3 -0
  14. results/ood_rate_cifar10_svhn_analytic_random.npy +3 -0
  15. results/ood_rate_cifar10_svhn_analytic_robust_pv.npy +3 -0
  16. results/ood_rate_cifar10_svhn_analytic_robust_pv_gmm.npy +3 -0
  17. results/ood_rate_fashion_mnist_mnist_analytic_predictive_variance.npy +3 -0
  18. results/ood_rate_fashion_mnist_mnist_analytic_random.npy +3 -0
  19. results/ood_rate_fashion_mnist_mnist_analytic_robust_pv.npy +3 -0
  20. results/ood_rate_fashion_mnist_mnist_analytic_robust_pv_gmm.npy +3 -0
  21. results/ood_rate_mfvi_predictive_variance.npy +3 -0
  22. results/ood_rate_mfvi_random.npy +3 -0
  23. results/ood_rate_mfvi_robust_pv.npy +3 -0
  24. results/ood_rate_mfvi_sin_only.npy +3 -0
  25. results/ood_rate_mnist_fashion_mnist_analytic_robust_pv_gmm.npy +3 -0
  26. results/ood_rate_mnist_kmnist_analytic_predictive_variance.npy +3 -0
  27. results/ood_rate_mnist_kmnist_analytic_random.npy +3 -0
  28. results/ood_rate_mnist_kmnist_analytic_robust_pv.npy +3 -0
  29. results/ood_rate_mnist_kmnist_analytic_robust_pv_gmm.npy +3 -0
  30. results/ood_rmse.png +3 -0
  31. results/rmse_analytic_predictive_variance.npy +3 -0
  32. results/rmse_analytic_random.npy +3 -0
  33. results/rmse_analytic_robust_pv.npy +3 -0
  34. results/rmse_analytic_sin_only.npy +3 -0
  35. results/rmse_cifar10_cifar100_analytic_predictive_variance.npy +3 -0
  36. results/rmse_cifar10_cifar100_analytic_random.npy +3 -0
  37. results/rmse_cifar10_cifar100_analytic_robust_pv.npy +3 -0
  38. results/rmse_cifar10_cifar100_analytic_robust_pv_gmm.npy +3 -0
  39. results/rmse_cifar10_svhn_analytic_predictive_variance.npy +3 -0
  40. results/rmse_cifar10_svhn_analytic_random.npy +3 -0
  41. results/rmse_cifar10_svhn_analytic_robust_pv.npy +3 -0
  42. results/rmse_cifar10_svhn_analytic_robust_pv_gmm.npy +3 -0
  43. results/rmse_fashion_mnist_mnist_analytic_predictive_variance.npy +3 -0
  44. results/rmse_fashion_mnist_mnist_analytic_random.npy +3 -0
  45. results/rmse_fashion_mnist_mnist_analytic_robust_pv.npy +3 -0
  46. results/rmse_fashion_mnist_mnist_analytic_robust_pv_gmm.npy +3 -0
  47. results/rmse_mfvi_predictive_variance.npy +3 -0
  48. results/rmse_mfvi_random.npy +3 -0
  49. results/rmse_mfvi_robust_pv.npy +3 -0
  50. results/rmse_mfvi_sin_only.npy +3 -0
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