convex optimization

On Pairwise Costs for Network Flow Multi-Object Tracking CVPR 2015 On the Global Linear Convergence of Frank-Wolfe Optimization Variants NeurIPS 2015 On the Inductive Bias of Dropout JMLR 2015 Open Problem: The Oracle Complexity of Smooth Convex Optimization in Nonstandard Settings COLT 2015 Parameter Estimation of Generalized Linear Models without Assuming their Link Function AISTATS 2015 Predicting Preference Reversals via Gaussian Process Uncertainty Aversion AISTATS 2015 Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons ICML 2015 Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling NeurIPS 2015 Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions ICML 2015 Reflection Removal for In-Vehicle Black Box Videos CVPR 2015 Robust Nonrigid Registration by Convex Optimization ICCV 2015 Robust PCA with compressed data NeurIPS 2015 Safe Screening for Multi-Task Feature Learning with Multiple Data Matrices ICML 2015 Safe Subspace Screening for Nuclear Norm Regularized Least Squares Problems ICML 2015 Self Scaled Regularized Robust Regression CVPR 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NeurIPS 2015 Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization ICML 2015 The entropic barrier: a simple and optimal universal self-concordant barrier COLT 2015 The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models AISTATS 2015 Time-Sensitive Recommendation From Recurrent User Activities NeurIPS 2015 Top-k Multiclass SVM NeurIPS 2015 Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization ICML 2015 Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts ICCV 2015 Wide Baseline Stereo Matching With Convex Bounded Distortion Constraints ICCV 2015