binary classification

Doubly Aggressive Selective Sampling Algorithms for Classification AISTATS 2014 EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines JMLR 2014 Global Optimization Methods for Extended Fisher Discriminant Analysis AISTATS 2014 Large-Margin Convex Polytope Machine NeurIPS 2014 Learning Multiple Tasks in Parallel with a Shared Annotator NeurIPS 2014 Margins, Kernels and Non-linear Smoothed Perceptrons ICML 2014 Optimizing Average Precision using Weakly Supervised Data CVPR 2014 Optimizing F-Measures by Cost-Sensitive Classification NeurIPS 2014 Random Intersection Trees JMLR 2014 Ranking via Robust Binary Classification NeurIPS 2014 Reduction from Cost-Sensitive Multiclass Classification to One-versus-One Binary Classification ACML 2014 Reputation-based Worker Filtering in Crowdsourcing NeurIPS 2014 Robust Logistic Regression and Classification NeurIPS 2014 The Coherent Loss Function for Classification ICML 2014 A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems JMLR 2013 Algorithms for Direct 0–1 Loss Optimization in Binary Classification ICML 2013 Auditing: Active Learning with Outcome-Dependent Query Costs NeurIPS 2013 Conjugate Relation between Loss Functions and Uncertainty Sets in Classification Problems JMLR 2013 Learning Kernels Using Local Rademacher Complexity NeurIPS 2013 Learning with Noisy Labels NeurIPS 2013 On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation NeurIPS 2013 On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance ICML 2013 Random Spanning Trees and the Prediction of Weighted Graphs JMLR 2013 Robust Bloom Filters for Large MultiLabel Classification Tasks NeurIPS 2013 A Conjugate Property between Loss Functions and Uncertainty Sets in Classification Problems COLT 2012