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Optimization

1203 directly classified papers

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Papers

Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014
Saddle Points and Accelerated Perceptron Algorithms ICML 2014
Generalized Nonconvex Nonsmooth Low-Rank Minimization CVPR 2014
Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization CVPR 2014
Outlier Path: A Homotopy Algorithm for Robust SVM ICML 2014
Evolutionary Quasi-random Search for Hand Articulations Tracking CVPR 2014
Coordinate-descent for learning orthogonal matrices through Givens rotations ICML 2014
Difference of Convex Functions Programming for Reinforcement Learning NIPS 2014
Stochastic Proximal Gradient Descent with Acceleration Techniques NIPS 2014
Input Warping for Bayesian Optimization of Non-Stationary Functions ICML 2014
The Noisy Power Method: A Meta Algorithm with Applications NIPS 2014
Discrete-Continuous Gradient Orientation Estimation for Faster Image Segmentation CVPR 2014
Gaussian Processes for Bayesian Estimation in Ordinary Differential Equations ICML 2014
Joint Depth Estimation and Camera Shake Removal from Single Blurry Image CVPR 2014
A Statistical Decision-Theoretic Framework for Social Choice NIPS 2014
Higher-Order Clique Reduction Without Auxiliary Variables CVPR 2014
Multi-feature Spectral Clustering with Minimax Optimization CVPR 2014
Separable Kernel for Image Deblurring CVPR 2014
Edge-aware Gradient Domain Optimization Framework for Image Filtering by Local Propagation CVPR 2014
Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction CVPR 2014
Photometric Bundle Adjustment for Dense Multi-View 3D Modeling CVPR 2014
Logistic Regression: Tight Bounds for Stochastic and Online Optimization COLT 2014
A second-order bound with excess losses COLT 2014
A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs JMLR 2014