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Lower bounds on individual sequence regret

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Publication:285930
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DOI10.1007/S10994-015-5531-YzbMath1357.68170OpenAlexW2275626685MaRDI QIDQ285930

Eyal Gofer, Yishay Mansour

Publication date: 19 May 2016

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-015-5531-y


zbMATH Keywords

online learningregret minimizationonline linear optimizationregret lower boundsregularized follow-the-leader


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)





Cites Work

  • Unnamed Item
  • Introductory lectures on convex optimization. A basic course.
  • Extracting certainty from uncertainty: regret bounded by variation in costs
  • Efficient algorithms for online decision problems
  • Online trading algorithms and robust option pricing
  • Lower Bounds on Individual Sequence Regret
  • Regret to the Best vs. Regret to the Average
  • Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking
  • Prediction, Learning, and Games
  • Learning Theory
  • Convex Analysis




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