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Optimization

1,207 papers

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Papers

Large-scale L-BFGS using MapReduce NIPS 2014
Parallel Direction Method of Multipliers NIPS 2014
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NIPS 2014
A* Sampling NIPS 2014
A second-order bound with excess losses COLT 2014
Logistic Regression: Tight Bounds for Stochastic and Online Optimization COLT 2014
Elicitation and Identification of Properties COLT 2014
Density-preserving quantization with application to graph downsampling COLT 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Scene Labeling Using Beam Search Under Mutex Constraints CVPR 2014
Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014
Higher-Order Clique Reduction Without Auxiliary Variables CVPR 2014
Photometric Bundle Adjustment for Dense Multi-View 3D Modeling CVPR 2014
Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction CVPR 2014
Edge-aware Gradient Domain Optimization Framework for Image Filtering by Local Propagation CVPR 2014
Separable Kernel for Image Deblurring CVPR 2014
Joint Depth Estimation and Camera Shake Removal from Single Blurry Image CVPR 2014
Discrete-Continuous Gradient Orientation Estimation for Faster Image Segmentation CVPR 2014
Evolutionary Quasi-random Search for Hand Articulations Tracking 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
A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data 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