large-scale optimization

27 papers

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Co-occurring keywords

convex optimization (1320) stochastic optimization (1060) matrix factorization (529) empirical risk minimization (348) newton method (64) stochastic gradient descent (1088) distributed optimization (275) hessian approximation (40) nonsmooth optimization (49) optimization algorithm (148)

Papers

Graph Laplacian Regularization for Large-Scale Semidefinite Programming NIPS 2006

Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NIPS 2006