Towards a Mathematical Definition of Robustness for Machine Learning Algorithms

Abstract

These briefing charts discuss the definition of robustness for machine learning algorithms.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2018
Accession Number
AD1083769

Entities

People

  • Eliezer Kanal
  • Matthew Gaston
  • Ritwik Gupta
  • Zachary Kurtz

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Copyrights
  • Deep Learning
  • Department Of Defense
  • Engineering
  • Governments
  • Guarantees
  • Learning
  • Machine Learning
  • Materials
  • Social Media
  • Software Development
  • Universities

Fields of Study

  • Computer science

Technology Areas

  • AI & ML
  • AI & ML - Machine Translation
  • AI & ML - Neural Networks