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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

A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems JMLR 2013
Random Spanning Trees and the Prediction of Weighted Graphs JMLR 2013
Learning Kernels Using Local Rademacher Complexity NIPS 2013
Learning as MAP Inference in Discrete Graphical Models NIPS 2012
Active Comparison of Prediction Models NIPS 2012
A Conjugate Property between Loss Functions and Uncertainty Sets in Classification Problems COLT 2012
Open Problem: Better Bounds for Online Logistic Regression COLT 2012
Multiclass Learning Approaches: A Theoretical Comparison with Implications NIPS 2012
Volume Regularization for Binary Classification NIPS 2012
Probabilistic n-Choose-k Models for Classification and Ranking NIPS 2012
Reducing statistical time-series problems to binary classification NIPS 2012
Neyman-Pearson Classification, Convexity and Stochastic Constraints JMLR 2011
Information, Divergence and Risk for Binary Experiments JMLR 2011
Neyman-Pearson classification under a strict constraint COLT 2011
Hashing Algorithms for Large-Scale Learning NIPS 2011
An Exact Algorithm for F-Measure Maximization NIPS 2011
Avoiding False Positive in Multi-Instance Learning NIPS 2010
Semi-Supervised Novelty Detection JMLR 2010
Rademacher Complexities and Bounding the Excess Risk in Active Learning JMLR 2010
The Coding Divergence for Measuring the Complexity of Separating Two Sets ACML 2010
Convex Multiple-Instance Learning by Estimating Likelihood Ratio NIPS 2010
Online Classification with Specificity Constraints NIPS 2010
A Theory of Multiclass Boosting NIPS 2010
Composite Binary Losses JMLR 2010
Learning Translation Invariant Kernels for Classification JMLR 2010