Support Vector Machine

Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients AAAI 2021 Improved Learning Rates of a Functional Lasso-type SVM with Sparse Multi-Kernel Representation NeurIPS 2021 Machine Learning-Based Approach for Arabic Dialect Identification EACL 2021 Narrow Margins: Classification, Margins and Fat Tails ICML 2021 On the Equivalence between Neural Network and Support Vector Machine NeurIPS 2021 Regularized ERM on random subspaces AISTATS 2021 To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021 Analysis of Resource-efficient Predictive Models for Natural Language Processing EMNLP 2020 An Investigation of the Target Approximation Model for Tone Modeling and Recognition in Continuous Mandarin Speech Interspeech 2020 Beyond Trees: Classification with Sparse Pairwise Dependencies JMLR 2020 Proper Learning, Helly Number, and an Optimal SVM Bound COLT 2020 Safe Sample Screening for Robust Support Vector Machine AAAI 2020 Simple vs Oversampling-based Classification Methods for Fine Grained Arabic Dialect Identification in Twitter COLING 2020 An SVM-Based Framework for Long-Term Learning Systems AAAI 2019 A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition ACL 2019 BIGODM System in the Social Media Mining for Health Applications Shared Task 2019 ACL 2019 Efficient Data Point Pruning for One-Class SVM AAAI 2019 Large-Margin Classification in Hyperbolic Space AISTATS 2019 Learning Weighted Top-k Support Vector Machine ACML 2019 MineriaUNAM at SemEval-2019 Task 5: Detecting Hate Speech in Twitter using Multiple Features in a Combinatorial Framework SemEval 2019 Multiclass Learning from Contradictions NeurIPS 2019 Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter ACML 2019 SAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart AAAI 2019 Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019 SINAI at SemEval-2019 Task 6: Incorporating lexicon knowledge into SVM learning to identify and categorize offensive language in social media SemEval 2019