articleMathematical ProgrammingOct 15, 2010Closed access

Pegasos: primal estimated sub-gradient solver for SVM

SSShai Shalev‐ShwartzYSYoram SingerNSNathan SrebroACAndrew Cotter

Hebrew University of Jerusalem · Google (United States) · +1 more institution

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Topics
Keywords
  • Mathematics
  • Support vector machine
  • Stochastic gradient descent
  • Speedup
  • Regularization (linguistics)
  • Solver
  • Gradient descent
  • Algorithm
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