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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

Fast Classification Rates for High-dimensional Gaussian Generative Models NIPS 2015
Discrete Rényi Classifiers NIPS 2015
Optimizing Average Precision using Weakly Supervised Data CVPR 2014
EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines JMLR 2014
Reputation-based Worker Filtering in Crowdsourcing NIPS 2014
Ranking via Robust Binary Classification NIPS 2014
Robust Logistic Regression and Classification NIPS 2014
Reduction from Cost-Sensitive Multiclass Classification to One-versus-One Binary Classification ACML 2014
Consistent Binary Classification with Generalized Performance Metrics NIPS 2014
An Analysis of Active Learning with Uniform Feature Noise AISTATS 2014
Global Optimization Methods for Extended Fisher Discriminant Analysis AISTATS 2014
The Coherent Loss Function for Classification ICML 2014
Random Intersection Trees JMLR 2014
Margins, Kernels and Non-linear Smoothed Perceptrons ICML 2014
Large-Margin Convex Polytope Machine NIPS 2014
Learning Multiple Tasks in Parallel with a Shared Annotator NIPS 2014
Optimizing F-Measures by Cost-Sensitive Classification NIPS 2014
Doubly Aggressive Selective Sampling Algorithms for Classification AISTATS 2014
Conjugate Relation between Loss Functions and Uncertainty Sets in Classification Problems JMLR 2013
Auditing: Active Learning with Outcome-Dependent Query Costs NIPS 2013
Learning with Noisy Labels NIPS 2013
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation NIPS 2013
Robust Bloom Filters for Large MultiLabel Classification Tasks NIPS 2013
Algorithms for Direct 0–1 Loss Optimization in Binary Classification ICML 2013
On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance ICML 2013