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one-class svm

12 papers

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Also known as

ONE-CLASS SVM

Co-occurring keywords

support vector machine (978) anomaly detection (747) one-class support vector machine (6) one-class classification (62) kernel methods (1097) kernel hilbert space (22) density level set (4) high-dimensional distribution (7) brain mri (22) unsupervised outlier detection (3)

Papers

Unsupervised Outlier Detection for Language-Independent Text Quality Filtering COLING 2024
One-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities MIDL 2023
Likelihood-free Out-of-Distribution Detection with Invertible Generative Models IJCAI 2021
Multiclass Anomaly Detector: the CS++ Support Vector Machine JMLR 2020
Efficient Data Point Pruning for One-Class SVM AAAI 2019
A loss framework for calibrated anomaly detection NIPS 2018
Overlapping Clustering Models, and One (class) SVM to Bind Them All NIPS 2018
Learning and Evaluation in Presence of Non-i.i.d. Label Noise AISTATS 2014
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions NIPS 2013
Learning from positive and unlabeled examples by enforcing statistical significance AISTATS 2011
Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch NIPS 2010
Consistency and Convergence Rates of One-Class SVMs and Related Algorithms JMLR 2006