Continuous Optimization

Near-optimal max-affine estimators for convex regression AISTATS 2015 Newton-Stein Method: A Second Order Method for GLMs via Stein's Lemma NeurIPS 2015 Online Learning for Adversaries with Memory: Price of Past Mistakes NeurIPS 2015 On the Global Linear Convergence of Frank-Wolfe Optimization Variants NeurIPS 2015 Open Problem: The Oracle Complexity of Smooth Convex Optimization in Nonstandard Settings COLT 2015 Optimal Estimation of Low Rank Density Matrices JMLR 2015 Optimizing the Viewing Graph for Structure-From-Motion ICCV 2015 Pan-Sharpening With a Hyper-Laplacian Penalty ICCV 2015 PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures ICCV 2015 Practical Robust Two-View Translation Estimation CVPR 2015 Predicting Preference Reversals via Gaussian Process Uncertainty Aversion AISTATS 2015 Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach ICML 2015 Pushing the Limits of Affine Rank Minimization by Adapting Probabilistic PCA ICML 2015 Radial Distortion Homography CVPR 2015 Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions ICML 2015 Regularized Linear Regression: A Precise Analysis of the Estimation Error COLT 2015 Robust and Optimal Sum-of-Squares-Based Point-to-Plane Registration of Image Sets and Structured Scenes ICCV 2015 Robust Camera Location Estimation by Convex Programming CVPR 2015 Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR 2015 Robust Non-Rigid Motion Tracking and Surface Reconstruction Using L0 Regularization ICCV 2015 Robust Nonrigid Registration by Convex Optimization ICCV 2015 Robust Principal Component Analysis on Graphs ICCV 2015 Robust Regression via Hard Thresholding NeurIPS 2015 Saturation-Preserving Specular Reflection Separation CVPR 2015 Scaling up Natural Gradient by Sparsely Factorizing the Inverse Fisher Matrix ICML 2015