Optimization

Robust partially observable Markov decision process ICML 2015 Robust PCA with compressed data NeurIPS 2015 Robust Portfolio Optimization NeurIPS 2015 Robust sketching for multiple square-root LASSO problems AISTATS 2015 Robust Spectral Inference for Joint Stochastic Matrix Factorization NeurIPS 2015 Robust Statistical Face Frontalization ICCV 2015 Robust Trajectory Optimization: A Cooperative Stochastic Game Theoretic Approach RSS 2015 Robust Trajectory Optimization Under Frictional Contact with Iterative Learning RSS 2015 Rolling Shutter Super-Resolution ICCV 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 Scalable Bayesian Optimization Using Deep Neural Networks ICML 2015 Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks NeurIPS 2015 Secrets of GrabCut and Kernel K-Means ICCV 2015 Self Scaled Regularized Robust Regression CVPR 2015 Semantic Segmentation With Object Clique Potential ICCV 2015 Semi-Proximal Mirror-Prox for Nonsmooth Composite Minimization NeurIPS 2015 Sensor Selection for Crowdsensing Dynamical Systems AISTATS 2015 Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering AISTATS 2015 Sharp Oracle Bounds for Monotone and Convex Regression Through Aggregation JMLR 2015 Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015 Simplified Mirror-Based Camera Pose Computation via Rotation Averaging CVPR 2015 Simultaneous Pursuit of Sparseness and Rank Structures for Matrix Decomposition JMLR 2015 Small Instance Detection by Integer Programming on Object Density Maps CVPR 2015 Smooth and Strong: MAP Inference with Linear Convergence NeurIPS 2015