Mathematics & Optimization

Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016 Fast Convergence of Online Pairwise Learning Algorithms AISTATS 2016 Fast Detection of Curved Edges at Low SNR CVPR 2016 Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016 Fast Distributed Submodular Cover: Public-Private Data Summarization NeurIPS 2016 Fast DPP Sampling for Nystrom with Application to Kernel Methods ICML 2016 Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier ICML 2016 Faster Eigenvector Computation via Shift-and-Invert Preconditioning ICML 2016 Faster Projection-free Convex Optimization over the Spectrahedron NeurIPS 2016 Fast k-means with accurate bounds ICML 2016 Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling NeurIPS 2016 Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching ICML 2016 Fast recovery from a union of subspaces NeurIPS 2016 Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with Ordered L1-Norm AISTATS 2016 Fast Stochastic Algorithms for SVD and PCA: Convergence Properties and Convexity ICML 2016 Feature-distributed sparse regression: a screen-and-clean approach NeurIPS 2016 Finding significant combinations of features in the presence of categorical covariates NeurIPS 2016 Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NeurIPS 2016 Finite Sample Prediction and Recovery Bounds for Ordinal Embedding NeurIPS 2016 First-order Methods for Geodesically Convex Optimization COLT 2016 Fitting Spectral Decay with the k-Support Norm AISTATS 2016 Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities NeurIPS 2016 ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission ICML 2016 Frequency Estimation from Waveforms Using Multi-Layered Neural Networks Interspeech 2016 From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection CVPR 2016