Optimization

Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014 Fast, Approximate Piecewise-Planar Modeling Based on Sparse Structure-from-Motion and Superpixels CVPR 2014 Fast Distribution To Real Regression AISTATS 2014 FAST LABEL: Easy and Efficient Solution of Joint Multi-Label and Estimation Problems CVPR 2014 Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methods ICML 2014 Fast MRF Optimization with Application to Depth Reconstruction CVPR 2014 Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NeurIPS 2014 Fast Rotation Search with Stereographic Projections for 3D Registration CVPR 2014 Fast Stochastic Alternating Direction Method of Multipliers ICML 2014 Fast SVM Training Using Approximate Extreme Points JMLR 2014 Fast Training of Pose Detectors in the Fourier Domain NeurIPS 2014 Feature Cross-Substitution in Adversarial Classification NeurIPS 2014 Finding a sparse vector in a subspace: Linear sparsity using alternating directions NeurIPS 2014 Finito: A faster, permutable incremental gradient method for big data problems ICML 2014 Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint ICML 2014 Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data AISTATS 2014 Gaussian Process Optimization with Mutual Information ICML 2014 Gauss-Newton Deformable Part Models for Face Alignment in-the-Wild CVPR 2014 Generalized Dantzig Selector: Application to the k-support norm NeurIPS 2014 Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NeurIPS 2014 Generalized Pupil-Centric Imaging and Analytical Calibration for a Non-frontal Camera CVPR 2014 GeNGA: A Generalization of Natural Gradient Ascent with Positive and Negative Convergence Results ICML 2014 Geodesic Distance Function Learning via Heat Flow on Vector Fields ICML 2014 Globally Convergent Parallel MAP LP Relaxation Solver using the Frank-Wolfe Algorithm ICML 2014 Good Vibrations: A Modal Analysis Approach for Sequential Non-Rigid Structure from Motion CVPR 2014