Support Vector Machine

Implicit Regularization in Over-Parameterized Support Vector Machine NeurIPS 2023 Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification JMLR 2023 Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption ICML 2023 USTHB at ArAIEval’23 Shared Task: Disinformation Detection System based on Linguistic Feature Concatenation EMNLP 2023 USTHB at NADI 2023 shared task: Exploring Preprocessing and Feature Engineering Strategies for Arabic Dialect Identification EMNLP 2023 CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm ACL 2022 COMBATANT@TamilNLP-ACL2022: Fine-grained Categorization of Abusive Comments using Logistic Regression ACL 2022 Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models EMNLP 2022 IIITDWD@TamilNLP-ACL2022: Transformer-based approach to classify abusive content in Dravidian Code-mixed text ACL 2022 Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales NeurIPS 2022 Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese NAACL 2022 NAYEL @LT-EDI-ACL2022: Homophobia/Transphobia Detection for Equality, Diversity, and Inclusion using SVM ACL 2022 On the Optimization of Margin Distribution IJCAI 2022 Partial Label Learning via Label Influence Function ICML 2022 Solving L1-regularized SVMs and Related Linear Programs: Revisiting the Effectiveness of Column and Constraint Generation JMLR 2022 Statistical Rates of Convergence for Functional Partially Linear Support Vector Machines for Classification JMLR 2022 The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis Interspeech 2022 TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder Interspeech 2022 Use of Nods Less Synchronized with Turn-Taking and Prosody During Conversations in Adults with Autism Interspeech 2022 A Precise Performance Analysis of Support Vector Regression ICML 2021 Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features EACL 2021 A Theory of the Risk for Optimization with Relaxation and its Application to Support Vector Machines JMLR 2021 Classification vs regression in overparameterized regimes: Does the loss function matter? JMLR 2021 COVID-19 Detection from Spectral Features on the DiCOVA Dataset Interspeech 2021 Discriminating Homonymy from Polysemy in Wordnets: English, Spanish and Polish Nouns EACL 2021