Continuous Optimization

Density-preserving quantization with application to graph downsampling COLT 2014 Depth Enhancement via Low-rank Matrix Completion CVPR 2014 Deterministic Symmetric Positive Semidefinite Matrix Completion NeurIPS 2014 DFacTo: Distributed Factorization of Tensors NeurIPS 2014 Difference of Convex Functions Programming for Reinforcement Learning NeurIPS 2014 Discrete-Continuous Depth Estimation from a Single Image CVPR 2014 Discrete-Continuous Gradient Orientation Estimation for Faster Image Segmentation CVPR 2014 Distributed optimization of deeply nested systems AISTATS 2014 Efficient Algorithms for Robust One-bit Compressive Sensing ICML 2014 Efficient and Accurate Methods for Updating Generalized Linear Models with Multiple Feature Additions JMLR 2014 Efficient High-Resolution Stereo Matching using Local Plane Sweeps CVPR 2014 Efficient Inference of Continuous Markov Random Fields with Polynomial Potentials NeurIPS 2014 Efficient Lifting of MAP LP Relaxations Using k-Locality AISTATS 2014 Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs AISTATS 2014 Efficient Minimax Signal Detection on Graphs NeurIPS 2014 Efficient Minimax Strategies for Square Loss Games NeurIPS 2014 Efficient Pruning LMI Conditions for Branch-and-Prune Rank and Chirality-Constrained Estimation of the Dual Absolute Quadric CVPR 2014 Efficient Squared Curvature CVPR 2014 Efficient Structured Matrix Rank Minimization NeurIPS 2014 Elementary Estimators for High-Dimensional Linear Regression ICML 2014 Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability JMLR 2014 Evaluation of Scan-Line Optimization for 3D Medical Image Registration CVPR 2014 Exponential Family Matrix Completion under Structural Constraints ICML 2014 Extremal Mechanisms for Local Differential Privacy NeurIPS 2014 Fast Computation of Wasserstein Barycenters ICML 2014