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Classification

15,289 papers

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Papers

Estimating the Replication Probability of Significant Classification Benchmark Experiments JMLR 2024
Optimal Weighted Random Forests JMLR 2024
Label Noise Robustness of Conformal Prediction JMLR 2024
ENNS: Variable Selection, Regression, Classification, and Deep Neural Network for High-Dimensional Data JMLR 2024
A Characterization of Multioutput Learnability JMLR 2024
On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training JMLR 2024
The Nyström method for convex loss functions JMLR 2024
Consistent Multiclass Algorithms for Complex Metrics and Constraints JMLR 2024
Localisation of Regularised and Multiview Support Vector Machine Learning JMLR 2024
Decomposing Global Feature Effects Based on Feature Interactions JMLR 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024
Towards Unbiased Exploration in Partial Label Learning JMLR 2024
Multi-Response Linear Discriminant Analysis in High Dimensions JMLR 2024
Strengthened stability analysis of discrete-time Lurie systems involving ReLU neural networks L4DC 2024
Decision boundary learning for safe vision-based navigation via Hamilton-Jacobi reachability analysis and support vector machine L4DC 2024
Submodular information selection for hypothesis testing with misclassification penalties L4DC 2024
Imbalance-aware loss functions improve medical image classification MIDL 2024
PILOT: Legal Case Outcome Prediction with Case Law NAACL 2024
Corpus Considerations for Annotator Modeling and Scaling NAACL 2024
Ghostbuster: Detecting Text Ghostwritten by Large Language Models NAACL 2024
Quantum-inspired Language Model with Lindblad Master Equation and Interference Measurement for Sentiment Analysis NAACL 2024
ALBA: Adaptive Language-Based Assessments for Mental Health NAACL 2024
Reinforced Multiple Instance Selection for Speaker Attribute Prediction NAACL 2024
Multimodal Multi-loss Fusion Network for Sentiment Analysis NAACL 2024
Analyzing the Use of Metaphors in News Editorials for Political Framing NAACL 2024