Optimization

Fast Action Proposals for Human Action Detection and Search CVPR 2015 Fast and Effective L0 Gradient Minimization by Region Fusion ICCV 2015 Fast and Flexible Convolutional Sparse Coding CVPR 2015 Fast and Guaranteed Tensor Decomposition via Sketching NeurIPS 2015 Fast and Robust Hand Tracking Using Detection-Guided Optimization CVPR 2015 Faster cover trees ICML 2015 Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets ICML 2015 Fast Exact Matrix Completion with Finite Samples COLT 2015 Fast Lifted MAP Inference via Partitioning NeurIPS 2015 Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NeurIPS 2015 Fast Randomized Kernel Ridge Regression with Statistical Guarantees NeurIPS 2015 Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015 Fast Rates for Exp-concave Empirical Risk Minimization NeurIPS 2015 Fast Second Order Stochastic Backpropagation for Variational Inference NeurIPS 2015 Fine-Grained Change Detection of Misaligned Scenes With Varied Illuminations ICCV 2015 Fixed-point algorithms for learning determinantal point processes ICML 2015 Following the Perturbed Leader for Online Structured Learning ICML 2015 FollowMe: Efficient Online Min-Cost Flow Tracking With Bounded Memory and Computation ICCV 2015 Frequency-Based Environment Matting by Compressive Sensing ICCV 2015 From Averaging to Acceleration, There is Only a Step-size COLT 2015 GAP Safe screening rules for sparse multi-task and multi-class models NeurIPS 2015 Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015 Generalized Mixability via Entropic Duality COLT 2015 Generalized Tensor Total Variation Minimization for Visual Data Recovery CVPR 2015 Generalized Video Deblurring for Dynamic Scenes CVPR 2015