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Robust Estimation and Generative Adversarial Nets

Robust Estimation and Generative Adversarial Nets

Simons Institute via YouTube Direct link

Advantages of Tukey Median

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Advantages of Tukey Median

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Classroom Contents

Robust Estimation and Generative Adversarial Nets

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  1. 1 Intro
  2. 2 Huber's Model
  3. 3 An Example
  4. 4 Multivariate Location Depth
  5. 5 Multi-task Regression Depth
  6. 6 Covariance Matrix
  7. 7 Summary
  8. 8 Computational Challenges
  9. 9 Advantages of Tukey Median
  10. 10 f-Learning
  11. 11 theoretical foundation
  12. 12 JS-GAN

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