Classification

Unconfused Ultraconservative Multiclass Algorithms ACML 2013 Understanding variable importances in forests of randomized trees NeurIPS 2013 Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013 Vanishing Component Analysis ICML 2013 Vantage Feature Frames for Fine-Grained Categorization CVPR 2013 Video Enhancement of People Wearing Polarized Glasses: Darkening Reversal and Reflection Reduction CVPR 2013 Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies NeurIPS 2013 What Do You Do? Occupation Recognition in a Photo via Social Context ICCV 2013 What's in a Name? First Names as Facial Attributes CVPR 2013 Accuracy at the Top NeurIPS 2012 A Characterization of Scoring Rules for Linear Properties COLT 2012 A Composite Likelihood View for Multi-Label Classification AISTATS 2012 A Conditional Multinomial Mixture Model for Superset Label Learning NeurIPS 2012 A Conjugate Property between Loss Functions and Uncertainty Sets in Classification Problems COLT 2012 Active Comparison of Prediction Models NeurIPS 2012 Active Learning with Hinted Support Vector Machine ACML 2012 A Geometric Approach to Sample Compression JMLR 2012 AIC and BIC based approaches for SVM parameter value estimation with RBF kernels ACML 2012 Algorithms for Learning Kernels Based on Centered Alignment JMLR 2012 A Linear Time Active Learning Algorithm for Link Classification NeurIPS 2012 A metric learning perspective of SVM: on the relation of LMNN and SVM AISTATS 2012 A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives JMLR 2012 An Active Learning Algorithm for Ranking from Pairwise Preferences with an Almost Optimal Query Complexity JMLR 2012 Analysis of a Random Forests Model JMLR 2012 An Improved GLMNET for L1-regularized Logistic Regression JMLR 2012