conftrace_
← Core Methods
Machine Learning › Core Methods ›

Classification

15,805 papers

Papers per year

2
26
134
262
1678
1390
'00
'05
'10
'15
'20
'25

Papers

Max-Margin Multiple-Instance Dictionary Learning ICML 2013
Infinitesimal Annealing for Training Semi-Supervised Support Vector Machines ICML 2013
One-Pass AUC Optimization ICML 2013
Learning Convex QP Relaxations for Structured Prediction ICML 2013
Saving Evaluation Time for the Decision Function in Boosting: Representation and Reordering Base Learner ICML 2013
Mini-Batch Primal and Dual Methods for SVMs ICML 2013
Anytime Representation Learning ICML 2013
Algorithms for Direct 0–1 Loss Optimization in Binary Classification ICML 2013
Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization ICML 2013
Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013
Consistency of Online Random Forests ICML 2013
Fast Image Tagging ICML 2013
Maxout Networks ICML 2013
Learning Policies for Contextual Submodular Prediction ICML 2013
Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013
Cost-sensitive Multiclass Classification Risk Bounds ICML 2013
Ranking Forests JMLR 2013
Nested Expectation Propagation for Gaussian Process Classification with a Multinomial Probit Likelihood JMLR 2013
Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013
MAGIC Summoning: Towards Automatic Suggesting and Testing of Gestures With Low Probability of False Positives During Use JMLR 2013
Fast Generalized Subset Scan for Anomalous Pattern Detection JMLR 2013
A Theory of Multiclass Boosting JMLR 2013
Algorithms for Discovery of Multiple Markov Boundaries JMLR 2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization JMLR 2013
CODA: High Dimensional Copula Discriminant Analysis JMLR 2013