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binary classification

674 papers

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BCQ

Co-occurring keywords

text classification (6776) support vector machine (976) large language model (12755) ensemble learning (1271) transformer model (1988) transfer learning (5442) natural language processing (2027) multi-label classification (1004) active learning (1295) pre-trained language model (1514)

Papers

Classification Methods with Reject Option Based on Convex Risk Minimization JMLR 2010
Convexity of Proper Composite Binary Losses AISTATS 2010
Classification with Gaussians and Convex Loss JMLR 2009
Adaptive Regularization of Weight Vectors NIPS 2009
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization JMLR 2009
Classification with a Reject Option using a Hinge Loss JMLR 2008
Approximations for Binary Gaussian Process Classification JMLR 2008
Support Vector Machines with a Reject Option NIPS 2008
Active Learning by Spherical Subdivision JMLR 2008
Relative Margin Machines NIPS 2008
The Generalized FITC Approximation NIPS 2007
Boosting the Area under the ROC Curve NIPS 2007
Optimal ROC Curve for a Combination of Classifiers NIPS 2007
Boosting Algorithms for Maximizing the Soft Margin NIPS 2007
Infinitely Imbalanced Logistic Regression JMLR 2007
On the Consistency of Multiclass Classification Methods JMLR 2007
Ordinal Regression by Extended Binary Classification NIPS 2006
Considering Cost Asymmetry in Learning Classifiers JMLR 2006
Online Passive-Aggressive Algorithms JMLR 2006
Aggregating Classification Accuracy across Time: Application to Single Trial EEG NIPS 2006
A Classification Framework for Anomaly Detection JMLR 2005
Preference Elicitation via Theory Refinement JMLR 2003
A Robust Minimax Approach to Classification JMLR 2002
Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers JMLR 2000