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Optimization

14207 directly classified papers

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Papers

Generalized Dantzig Selector: Application to the k-support norm NIPS 2014
Deformable Object Matching via Deformation Decomposition based 2D Label MRF CVPR 2014
A Stepwise uncertainty reduction approach to constrained global optimization AISTATS 2014
lil’ UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits COLT 2014
Volumetric Spanners: an Efficient Exploration Basis for Learning COLT 2014
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations COLT 2014
Learning to Optimize via Information-Directed Sampling NIPS 2014
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NIPS 2014
Accelerated Mini-batch Randomized Block Coordinate Descent Method NIPS 2014
Scalable Inference for Neuronal Connectivity from Calcium Imaging NIPS 2014
Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization CVPR 2014
Robust and Agile 3D Biped Walking With Steering Capability Using a Footstep Predictive Approach RSS 2014
SeamSeg: Video Object Segmentation using Patch Seams CVPR 2014
Discrete-Continuous Depth Estimation from a Single Image CVPR 2014
Complex Activity Recognition using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video CVPR 2014
Maximum Persistency in Energy Minimization CVPR 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Scene Labeling Using Beam Search Under Mutex Constraints CVPR 2014
Speeding Up Tracking by Ignoring Features CVPR 2014
A Principled Approach for Coarse-to-Fine MAP Inference CVPR 2014
Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014
Higher-Order Clique Reduction Without Auxiliary Variables CVPR 2014
Multiscale Centerline Detection by Learning a Scale-Space Distance Transform CVPR 2014
Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction CVPR 2014
Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity CVPR 2014