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Dynamic Regret Bounds for Constrained Online Nonconvex Optimization Based on Polyak-Lojasiewicz Regions.

Julie Mulvaney-KempSangwoo ParkMing JinJavad Lavaei
Published in: IEEE Trans. Control. Netw. Syst. (2023)
Keyphrases
  • optimization problems
  • online learning
  • lagrange multipliers
  • objective function
  • regret bounds
  • convex optimization
  • video sequences
  • upper bound
  • markov random field
  • linear regression
  • nonlinear programming