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Continuous Optimization

3907 directly classified papers

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Papers

How to calculate partition functions using convex programming hierarchies: provable bounds for variational methods COLT 2016
Semidefinite Programs for Exact Recovery of a Hidden Community COLT 2016
Online Learning and Blackwell Approachability in Quitting Games COLT 2016
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time COLT 2016
Basis Learning as an Algorithmic Primitive COLT 2016
Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming CVPR 2016
Full Flow: Optical Flow Estimation By Global Optimization Over Regular Grids CVPR 2016
Uncalibrated Photometric Stereo by Stepwise Optimization Using Principal Components of Isotropic BRDFs CVPR 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016
Scene Labeling Using Sparse Precision Matrix CVPR 2016
Noisy Tensor Completion via the Sum-of-Squares Hierarchy COLT 2016
Gaussian quadrature for matrix inverse forms with applications ICML 2016
On the low-rank approach for semidefinite programs arising in synchronization and community detection COLT 2016
Highly-Smooth Zero-th Order Online Optimization COLT 2016
Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization ACML 2016
Multiresolution Matrix Compression AISTATS 2016
Structure Learning of Partitioned Markov Networks ICML 2016
Fast recovery from a union of subspaces NIPS 2016
Laplacian Patch-Based Image Synthesis CVPR 2016
A Consensus-Based Framework for Distributed Bundle Adjustment CVPR 2016
Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions CVPR 2016
Coordinated and Efficient Huge Page Management with Ingens OSDI 2016
Black-box Optimization with a Politician ICML 2016
Solving Ridge Regression using Sketched Preconditioned SVRG ICML 2016
Functional Gradient Motion Planning in Reproducing Kernel Hilbert Spaces RSS 2016