Support Vector Machine

Sample-Specific SVM Learning for Person Re-Identification CVPR 2016 Speech Features for Depression Detection Interspeech 2016 Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes JMLR 2016 A Dual Augmented Block Minimization Framework for Learning with Limited Memory NeurIPS 2015 A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs With a Costly Max-Oracle CVPR 2015 Continuous Pose Estimation With a Spatial Ensemble of Fisher Regressors ICCV 2015 Exemplar SVMs as Visual Feature Encoders CVPR 2015 K-hyperplane Hinge-Minimax Classifier ICML 2015 Learning visual biases from human imagination NeurIPS 2015 Learning with Symmetric Label Noise: The Importance of Being Unhinged NeurIPS 2015 Low Dimensional Explicit Feature Maps ICCV 2015 Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms NeurIPS 2015 Three Viewpoints Toward Exemplar SVM CVPR 2015 Top-k Multiclass SVM NeurIPS 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 Bayesian Nonlinear Support Vector Machines and Discriminative Factor Modeling NeurIPS 2014 Efficient Optimization for Average Precision SVM NeurIPS 2014 Fast Prediction for Large-Scale Kernel Machines NeurIPS 2014 Fast SVM Training Using Approximate Extreme Points JMLR 2014 Large-Margin Convex Polytope Machine NeurIPS 2014 Latent Support Measure Machines for Bag-of-Words Data Classification NeurIPS 2014 Linear Time Solver for Primal SVM ICML 2014 Object Localization based on Structural SVM using Privileged Information NeurIPS 2014 On Robustness and Regularization of Structural Support Vector Machines ICML 2014