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Optimization

1,207 papers

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Papers

A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves CVPR 2015
Fast Bilateral-Space Stereo for Synthetic Defocus CVPR 2015
Simultaneous Video Defogging and Stereo Reconstruction CVPR 2015
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015
Point Triangulation Through Polyhedron Collapse Using the l[?] Norm ICCV 2015
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015
Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015
Low Dimensional Explicit Feature Maps ICCV 2015
FollowMe: Efficient Online Min-Cost Flow Tracking With Bounded Memory and Computation ICCV 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
Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015
Completing Any Low-rank Matrix, Provably JMLR 2015
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015
Optimal Robust Control for Bipedal Robots through Control Lyapunov Function based Quadratic Programs RSS 2015
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014
Difference of Convex Functions Programming for Reinforcement Learning NIPS 2014
Provable Submodular Minimization using Wolfe's Algorithm NIPS 2014
Stochastic Proximal Gradient Descent with Acceleration Techniques NIPS 2014
The Noisy Power Method: A Meta Algorithm with Applications NIPS 2014
A Statistical Decision-Theoretic Framework for Social Choice NIPS 2014