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Parallel Coordinate Descent for L 1 -Regularized Loss Minimization

Parallel Coordinate Descent for L 1 -Regularized Loss Minimization. Joseph K. Bradley Aapo Kyrola Danny Bickson Carlos Guestrin. L 1 - Regularized Regression. Stock volatility (label). Bigrams from financial reports (features). 5x10 6 features 3x10 4 samples. (Kogan et al., 2009).

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532 views • 30 slides

Cost-Effective Parallel Computing David Wood and Mark Hill University of Wisconsin IEEE Computer 1995

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187 views • 8 slides

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Linear speedups - PowerPoint PPT Presentation

Parallel Coordinate Descent for L 1 -Regularized Loss Minimization

Cost-Effective Parallel Computing David Wood and Mark Hill University of Wisconsin IEEE Computer 1995