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Optimization

1203 directly classified papers

Papers per year

Papers

Global Supervised Descent Method CVPR 2015
Shape-From-Template in Flatland CVPR 2015
A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves CVPR 2015
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015
A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes CVPR 2015
A General Analysis of the Convergence of ADMM ICML 2015
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization ICML 2015
Tracking Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains ICML 2015
An Online Learning Algorithm for Bilinear Models ICML 2015
Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015
Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015
Low Dimensional Explicit Feature Maps ICCV 2015
Fast Bilateral-Space Stereo for Synthetic Defocus CVPR 2015
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014
Provable Submodular Minimization using Wolfe's Algorithm NIPS 2014
Large-scale L-BFGS using MapReduce NIPS 2014
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NIPS 2014
A* Sampling NIPS 2014
Nonparametric Estimation of Multi-View Latent Variable Models ICML 2014
Scene Labeling Using Beam Search Under Mutex Constraints CVPR 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Density-preserving quantization with application to graph downsampling COLT 2014
Elicitation and Identification of Properties COLT 2014