Mathematics & Optimization

Rethinking LDA: Moment Matching for Discrete ICA NeurIPS 2015 Revenue Optimization against Strategic Buyers NeurIPS 2015 Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs AISTATS 2015 Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity CVPR 2015 Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NeurIPS 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 Gaussian Graphical Modeling with the Trimmed Graphical Lasso NeurIPS 2015 Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR 2015 Robust Large Scale Monocular Visual SLAM CVPR 2015 Robust Multiple Homography Estimation: An Ill-Solved Problem CVPR 2015 Robust Non-Rigid Motion Tracking and Surface Reconstruction Using L0 Regularization ICCV 2015 Robust Nonrigid Registration by Convex Optimization ICCV 2015 Robust PCA with compressed data NeurIPS 2015 Robust Portfolio Optimization NeurIPS 2015 Robust Principal Component Analysis on Graphs ICCV 2015 Robust Reconstruction of Indoor Scenes CVPR 2015 Robust Regression via Hard Thresholding NeurIPS 2015 Robust Trajectory Optimization: A Cooperative Stochastic Game Theoretic Approach RSS 2015 Robust Trajectory Optimization Under Frictional Contact with Iterative Learning RSS 2015 Safe Subspace Screening for Nuclear Norm Regularized Least Squares Problems ICML 2015 Saliency, Scale and Information: Towards a Unifying Theory NeurIPS 2015 Sample Efficient Path Integral Control under Uncertainty NeurIPS 2015 Saturation-Preserving Specular Reflection Separation CVPR 2015 Scaling up Natural Gradient by Sparsely Factorizing the Inverse Fisher Matrix ICML 2015