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interpretable

The 10 most recent episodes and tracks on this topic.

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  1. Reliable and Interpretable Artificial Intelligence -- Lecture 12 (Randomized Smoothing)Reliable and Interpretable Artificial Intelligence (2020)Notes
  2. Reliable and Interpretable Artificial Intelligence -- Lecture 11 (Combining Deep Learning and Logic)Reliable and Interpretable Artificial Intelligence (2020)Notes
  3. Reliable and Interpretable Artificial Intelligence -- Lecture 10 (Visualization)Reliable and Interpretable Artificial Intelligence (2020)Notes
  4. Reliable and Interpretable Artificial Intelligence -- Lecture 9 (Geometric Robustness)Reliable and Interpretable Artificial Intelligence (2020)Notes
  5. Reliable and Interpretable Artificial Intelligence -- Lecture 8 (Certified Defenses)Reliable and Interpretable Artificial Intelligence (2020)Notes
  6. Reliable and Interpretable Artificial Intelligence -- Lecture 7 (DeepPoly Relaxation)Reliable and Interpretable Artificial Intelligence (2020)Notes
  7. Reliable and Interpretable Artificial Intelligence -- Lecture 6 (Zonotope Relaxation)Reliable and Interpretable Artificial Intelligence (2020)Notes
  8. Reliable and Interpretable Artificial Intelligence -- Lecture 5 (Complete Certification)Reliable and Interpretable Artificial Intelligence (2020)Notes
  9. Reliable and Interpretable Artificial Intelligence -- Lecture 4b (Certification of Neural Networks)Reliable and Interpretable Artificial Intelligence (2020)Notes
  10. Reliable and Interpretable Artificial Intelligence -- Lecture 4a (Adversarial Defenses)Reliable and Interpretable Artificial Intelligence (2020)Notes