Optimization

Exploiting Spectral-Spatial Correlation for Coded Hyperspectral Image Restoration CVPR 2016 Exploiting the Structure: Stochastic Gradient Methods Using Raw Clusters NeurIPS 2016 Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NeurIPS 2016 Extreme F-measure Maximization using Sparse Probability Estimates ICML 2016 FaSST: Fast, Scalable and Simple Distributed Transactions with Two-Sided (RDMA) Datagram RPCs OSDI 2016 Fast Active Set Methods for Online Spike Inference from Calcium Imaging NeurIPS 2016 Fast Algorithms for Convolutional Neural Networks CVPR 2016 Fast Algorithms for Robust PCA via Gradient Descent NeurIPS 2016 Fast Algorithms for Segmented Regression ICML 2016 Fast and Scalable Structural SVM with Slack Rescaling 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 Projection-free Convex Optimization over the Spectrahedron 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 Stochastic Algorithms for SVD and PCA: Convergence Properties and Convexity ICML 2016 Firmament: Fast, Centralized Cluster Scheduling at Scale OSDI 2016 Fits Like a Glove: Rapid and Reliable Hand Shape Personalization CVPR 2016 Fixed Point Quantization of Deep Convolutional Networks ICML 2016 From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection CVPR 2016 Functional Gradient Motion Planning in Reproducing Kernel Hilbert Spaces RSS 2016 GAP Safe Screening Rules for Sparse-Group Lasso NeurIPS 2016 Gaussian quadrature for matrix inverse forms with applications ICML 2016 Generalization Properties and Implicit Regularization for Multiple Passes SGM ICML 2016