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Classification

15,289 papers

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Papers

A Unified Formulation and Fast Accelerated Proximal Gradient Method for Classification JMLR 2017
Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning JMLR 2017
JSAT: Java Statistical Analysis Tool, a Library for Machine Learning JMLR 2017
Nearly optimal classification for semimetrics JMLR 2017
Time-Accuracy Tradeoffs in Kernel Prediction: Controlling Prediction Quality JMLR 2017
Asymptotic behavior of Support Vector Machine for spiked population model JMLR 2017
Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers JMLR 2017
Lens Depth Function and k-Relative Neighborhood Graph: Versatile Tools for Ordinal Data Analysis JMLR 2017
Joint Label Inference in Networks JMLR 2017
Achieving Optimal Misclassification Proportion in Stochastic Block Models JMLR 2017
Parallel Symmetric Class Expression Learning JMLR 2017
Hierarchically Compositional Kernels for Scalable Nonparametric Learning JMLR 2017
Soft Margin Support Vector Classification as Buffered Probability Minimization JMLR 2017
A Bayesian Framework for Learning Rule Sets for Interpretable Classification JMLR 2017
Making Decision Trees Feasible in Ultrahigh Feature and Label Dimensions JMLR 2017
Angle-based Multicategory Distance-weighted SVM JMLR 2017
A distributed block coordinate descent method for training l1 regularized linear classifiers JMLR 2017
Identifying Unreliable and Adversarial Workers in Crowdsourced Labeling Tasks JMLR 2017
An Easy-to-hard Learning Paradigm for Multiple Classes and Multiple Labels JMLR 2017
Confidence Sets with Expected Sizes for Multiclass Classification JMLR 2017
Online Learning to Rank with Top-k Feedback JMLR 2017
Approximation Vector Machines for Large-scale Online Learning JMLR 2017
Target Curricula via Selection of Minimum Feature Sets: a Case Study in Boolean Networks JMLR 2017
Classification of Time Sequences using Graphs of Temporal Constraints JMLR 2017
SemEval-2017 Task 6: #HashtagWars: Learning a Sense of Humor SEMEVAL 2017