support vector machine

Top-k Multiclass SVM NeurIPS 2015 Tracking Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains ICML 2015 Understanding Image Virality CVPR 2015 Weakly-Supervised Structured Output Learning With Flexible and Latent Graphs Using High-Order Loss Functions ICCV 2015 Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization ICML 2014 A Gaussian Latent Variable Model for Large Margin Classification of Labeled and Unlabeled Data AISTATS 2014 A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data ICML 2014 Bayesian Inference with Posterior Regularization and Applications to Infinite Latent SVMs JMLR 2014 Bayesian Nonlinear Support Vector Machines and Discriminative Factor Modeling NeurIPS 2014 Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters CVPR 2014 Do we Need Hundreds of Classifiers to Solve Real World Classification Problems? JMLR 2014 Efficient Optimization for Average Precision SVM NeurIPS 2014 EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines JMLR 2014 Fast Prediction for Large-Scale Kernel Machines NeurIPS 2014 Fast SVM Training Using Approximate Extreme Points JMLR 2014 Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification CVPR 2014 Iteration Complexity of Feasible Descent Methods for Convex Optimization JMLR 2014 Large-Margin Convex Polytope Machine NeurIPS 2014 Latent Support Measure Machines for Bag-of-Words Data Classification NeurIPS 2014 Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm NeurIPS 2014 Linear Time Solver for Primal SVM ICML 2014 Merging SVMs with Linear Discriminant Analysis: A Combined Model CVPR 2014 Mind the Nuisance: Gaussian Process Classification using Privileged Noise NeurIPS 2014 Nonlinear Information-Theoretic Compressive Measurement Design ICML 2014 Object Localization based on Structural SVM using Privileged Information NeurIPS 2014