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Preview of Bregman Deviations
🔗 Source: proceedings.mlr.press
📊 Size: 4.54 MB
📄 Pages: 56 pages
⬇️ Downloads: 128

Summary

Researchers propose a method to study concentration phenomena in exponential families using the Bregman divergence, establishing a generic inequality to control deviations between a parameter and its estimate, with applications to various classical distributions, including Gaussian, Bernoulli, and Poisson, yielding competitive time-uniform concentration bounds.

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Description

Researchers propose a method to study concentration phenomena in exponential families using the Bregman divergence, establishing a generic inequality to...

Technical Information

  • File Format: PDF
  • File Size: 4.54 MB
  • Pages: 56
  • Language: EN
  • Total Downloads: 128
  • Last Updated: 6 days ago

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