book chapterLecture notes in computer scienceJan 1, 2016Closed access

Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition

HKHamed KarimiJNJulie NutiniMSMark Schmidt

University of British Columbia

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Topics & keywords

Topics
Keywords
  • Convexity
  • Rate of convergence
  • Applied mathematics
  • Mathematics
  • Stochastic gradient descent
  • Convergence (economics)
  • Gradient descent
  • Mathematical proof
UN Sustainable Development Goals
  • Reduced inequalities
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