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large-scale optimization

31 papers

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Co-occurring keywords · papers mentioning both

convex optimization (6) stochastic optimization (5) stochastic gradient descent (4) matrix factorization (3) empirical risk minimization (3) nonsmooth optimization (3) optimization algorithm (3) newton method (3) non-convex optimization (3) distributed optimization (2)

Papers

Decomposing Isotonic Regression for Efficiently Solving Large Problems NeurIPS 2010 Practical Large-Scale Optimization for Max-norm Regularization NeurIPS 2010 Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization JMLR 2009 Topmoumoute Online Natural Gradient Algorithm NeurIPS 2007 Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NeurIPS 2006 Graph Laplacian Regularization for Large-Scale Semidefinite Programming NeurIPS 2006