Why does regularization reduce Overfitting?

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Tags

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  2. #reduce
  3. #attemts
  4. #often
  5. #variance
  6. #expected
  7. #something
  8. #parameters
  9. #number
  10. #estimator
  11. #posed
  12. #samples
  13. #regularization
  14. #cases
  15. #decreases
  16. #increase
  17. #problem
  18. #error
  19. #simplifying