Support Vector Machine

Towards Convexity in Anomaly Detection: A New Formulation of SSLM with Unique Optimal Solutions JMLR 2026 A Multimodal Chinese Dataset for Cross-lingual Sarcasm Detection Interspeech 2025 Analysis of the ABC Classification Backends for NIST SRE24 Interspeech 2025 Assignment of account type to proto-cuneiform economic texts with Multi-Class Support Vector Machines NAACL 2025 EmoDB 2.0: A Database of Emotional Speech in a World that is not Black or White but Grey Interspeech 2025 FDR-SVM: A Federated Distributionally Robust Support Vector Machine via a Mixture of Wasserstein Balls Ambiguity Set UAI 2025 Hybrid HMM-SVM classifier using frication-based features for detection of non-normative sibilant articulation patterns in Polish children’s speech Interspeech 2025 Multimodal Silent Recognition of Phonemes Using Radar and Optopalatographic Silent Speech Interfaces Interspeech 2025 Multi-view Privileged Information-based Representation Learning for Liver Cancer Diagnosis ACML 2025 Network of acoustic characteristics for the automatic detection of suicide risk from speech. Contribution to the 2025 SpeechWellness challenge by the Semawave team Interspeech 2025 RMKMavericks@DravidianLangTech 2025: Emotion Mining in Tamil and Tulu Code-Mixed Text: Challenges and Insights NAACL 2025 RMKMavericks@DravidianLangTech 2025: Tackling Abusive Tamil and Malayalam Text Targeting Women: A Linguistic Approach NAACL 2025 Sparse SVM with Hard-Margin Loss: a Newton-Augmented Lagrangian Method in Reduced Dimensions JMLR 2025 Exploiting Careful Design of SVM Solution for Aspect-term Sentiment Analysis EMNLP 2024 Localisation of Regularised and Multiview Support Vector Machine Learning JMLR 2024 MUCS@DravidianLangTech-2024: A Grid Search Approach to Explore Sentiment Analysis in Code-mixed Tamil and Tulu EACL 2024 Multi-Class Support Vector Machine with Maximizing Minimum Margin AAAI 2024 On the Connection between Lp- and Risk Consistency and its Implications on Regularized Kernel Methods JMLR 2024 Quartet@LT-EDI 2024: Support Vector Machine Based Approach For Homophobia/Transphobia Detection In Social Media Comments EACL 2024 TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients AAAI 2024 A Case of Exponential Convergence Rates for SVM AISTATS 2023 Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning ICML 2023 DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization ACL 2023 Efficient Structure-preserving Support Tensor Train Machine JMLR 2023 Faster Fair Machine via Transferring Fairness Constraints to Virtual Samples AAAI 2023