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Continuous Optimization

3,907 papers

Papers per year

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155
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Papers

T-Linkage: A Continuous Relaxation of J-Linkage for Multi-Model Fitting CVPR 2014
Pseudoconvex Proximal Splitting for L-infty Problems in Multiview Geometry CVPR 2014
A Convex Relaxation of the Ambrosio--Tortorelli Elliptic Functionals for the Mumford-Shah Functional CVPR 2014
Sequential Convex Relaxation for Mutual Information-Based Unsupervised Figure-Ground Segmentation CVPR 2014
Decorrelated Vectorial Total Variation CVPR 2014
Efficient Squared Curvature CVPR 2014
Multi-feature Spectral Clustering with Minimax Optimization CVPR 2014
Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization CVPR 2014
Generalized Nonconvex Nonsmooth Low-Rank Minimization CVPR 2014
An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization ICML 2014
Margins, Kernels and Non-linear Smoothed Perceptrons ICML 2014
(Near) Dimension Independent Risk Bounds for Differentially Private Learning ICML 2014
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint ICML 2014
Coordinate-descent for learning orthogonal matrices through Givens rotations ICML 2014
A Divide-and-Conquer Solver for Kernel Support Vector Machines ICML 2014
Nuclear Norm Minimization via Active Subspace Selection ICML 2014
Towards an optimal stochastic alternating direction method of multipliers ICML 2014
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions ICML 2014
Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers ICML 2014
Coherent Matrix Completion ICML 2014
Memory Efficient Kernel Approximation ICML 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014
Near-Optimal Joint Object Matching via Convex Relaxation ICML 2014
Convex Total Least Squares ICML 2014