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Continuous Optimization

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Papers

A Multiscale Variable-Grouping Framework for MRF Energy Minimization ICCV 2015
Robust and Optimal Sum-of-Squares-Based Point-to-Plane Registration of Image Sets and Structured Scenes ICCV 2015
Classical Scaling Revisited ICCV 2015
Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm NIPS 2015
Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning ICCV 2015
An Accurate Iris Segmentation Framework Under Relaxed Imaging Constraints Using Total Variation Model ICCV 2015
Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts ICCV 2015
Depth Recovery From Light Field Using Focal Stack Symmetry ICCV 2015
Extraction of Virtual Baselines From Distorted Document Images Using Curvilinear Projection ICCV 2015
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 2015
An Asynchronous Parallel Stochastic Coordinate Descent Algorithm JMLR 2015
Linear Dimensionality Reduction: Survey, Insights, and Generalizations JMLR 2015
Second-Order Non-Stationary Online Learning for Regression JMLR 2015
Generalized Mixability via Entropic Duality COLT 2015
Regularized Linear Regression: A Precise Analysis of the Estimation Error COLT 2015
Learning Graph Structure for Multi-Label Image Classification via Clique Generation CVPR 2015
A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves CVPR 2015
Transport-Based Single Frame Super Resolution of Very Low Resolution Face Images CVPR 2015
Causal Video Object Segmentation From Persistence of Occlusions CVPR 2015
Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration CVPR 2015
Less is More: Nyström Computational Regularization NIPS 2015
Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent NIPS 2015
Robust Regression via Hard Thresholding NIPS 2015
Estimating Mixture Models via Mixtures of Polynomials NIPS 2015
Semi-Proximal Mirror-Prox for Nonsmooth Composite Minimization NIPS 2015