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Continuous Optimization

3907 directly classified papers

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Papers

Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing JMLR 2014
Nonnegative Sparse PCA with Provable Guarantees ICML 2014
Spectral Regularization for Max-Margin Sequence Tagging ICML 2014
Convex Optimization Procedure for Clustering: Theoretical Revisit NIPS 2014
Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time NIPS 2014
Efficient Minimax Strategies for Square Loss Games NIPS 2014
Low Rank Approximation Lower Bounds in Row-Update Streams NIPS 2014
Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NIPS 2014
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NIPS 2014
Difference of Convex Functions Programming for Reinforcement Learning NIPS 2014
Online Optimization for Max-Norm Regularization NIPS 2014
Cone-Constrained Principal Component Analysis NIPS 2014
A Principled Approach for Coarse-to-Fine MAP Inference CVPR 2014
A Divide-and-Conquer Solver for Kernel Support Vector Machines ICML 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Near-Optimal Herding COLT 2014
Discrete-Continuous Depth Estimation from a Single Image CVPR 2014
SeamSeg: Video Object Segmentation using Patch Seams CVPR 2014
Efficient Squared Curvature CVPR 2014
Discrete-Continuous Gradient Orientation Estimation for Faster Image Segmentation CVPR 2014
A Dual Algorithm for Olfactory Computation in the Locust Brain NIPS 2014
A Riemannian Framework for Matching Point Clouds Represented by the Schrodinger Distance Transform CVPR 2014
Optimizing Over Radial Kernels on Compact Manifolds CVPR 2014
l0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence CVPR 2014
Optimization Equivalence of Divergences Improves Neighbor Embedding ICML 2014