Proximal regularization for online and batch learning

This publication has 8 references indexed in Scilit:

• A scalable modular convex solver for regularized risk minimization
  Published by Association for Computing Machinery (ACM) ,2007
• Logarithmic regret algorithms for online convex optimization
  Machine Learning, 2007
• Pegasos
  Published by Association for Computing Machinery (ACM) ,2007
• Training linear SVMs in linear time
  Published by Association for Computing Machinery (ACM) ,2006
• CONTRAfold: RNA secondary structure prediction without physics-based models
  Bioinformatics, 2006
• New variants of bundle methods
  Mathematical Programming, 1995
• A Version of the Bundle Idea for Minimizing a Nonsmooth Function: Conceptual Idea, Convergence Analysis, Numerical Results
  SIAM Journal on Optimization, 1992
• An aggregate subgradient method for nonsmooth convex minimization
  Mathematical Programming, 1983