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Continuous Optimization

3,907 papers

Papers per year

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155
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Papers

A Fast Hierarchical Alternating Least Squares Algorithm for Orthogonal Nonnegative Matrix Factorization ACML 2014
Distributed optimization of deeply nested systems AISTATS 2014
Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs AISTATS 2014
Efficient Lifting of MAP LP Relaxations Using k-Locality AISTATS 2014
A Geometric Algorithm for Scalable Multiple Kernel Learning AISTATS 2014
FuSSO: Functional Shrinkage and Selection Operator AISTATS 2014
Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression AISTATS 2014
Linear-time training of nonlinear low-dimensional embeddings AISTATS 2014
An LP for Sequential Learning Under Budgets AISTATS 2014
Open Problem: Tightness of maximum likelihood semidefinite relaxations COLT 2014
Density-preserving quantization with application to graph downsampling COLT 2014
Fast matrix completion without the condition number COLT 2014
Principal Component Analysis and Higher Correlations for Distributed Data COLT 2014
Compressed Counting Meets Compressed Sensing COLT 2014
Near-Optimal Herding COLT 2014
SCAMS: Simultaneous Clustering and Model Selection CVPR 2014
SeamSeg: Video Object Segmentation using Patch Seams CVPR 2014
Efficient Pruning LMI Conditions for Branch-and-Prune Rank and Chirality-Constrained Estimation of the Dual Absolute Quadric CVPR 2014
Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection CVPR 2014
Relative Pose Estimation for a Multi-Camera System with Known Vertical Direction CVPR 2014
Stable Template-Based Isometric 3D Reconstruction in All Imaging Conditions by Linear Least-Squares CVPR 2014
Discrete-Continuous Depth Estimation from a Single Image 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
A Principled Approach for Coarse-to-Fine MAP Inference CVPR 2014