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Support Vector Machine

254 directly classified papers

Papers per year

Papers

TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder INTERSPEECH 2022
COMBATANT@TamilNLP-ACL2022: Fine-grained Categorization of Abusive Comments using Logistic Regression ACL 2022
CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm ACL 2022
The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis INTERSPEECH 2022
On the Optimization of Margin Distribution IJCAI 2022
Partial Label Learning via Label Influence Function ICML 2022
Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models EMNLP 2022
NAYEL @LT-EDI-ACL2022: Homophobia/Transphobia Detection for Equality, Diversity, and Inclusion using SVM ACL 2022
Use of Nods Less Synchronized with Turn-Taking and Prosody During Conversations in Adults with Autism INTERSPEECH 2022
Solving L1-regularized SVMs and Related Linear Programs: Revisiting the Effectiveness of Column and Constraint Generation JMLR 2022
Regularized ERM on random subspaces AISTATS 2021
Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients AAAI 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021
COVID-19 Detection from Spectral Features on the DiCOVA Dataset INTERSPEECH 2021
Classification vs regression in overparameterized regimes: Does the loss function matter? JMLR 2021
A Precise Performance Analysis of Support Vector Regression ICML 2021
Machine Learning-Based Approach for Arabic Dialect Identification EACL 2021
Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features EACL 2021
Narrow Margins: Classification, Margins and Fat Tails ICML 2021
Discriminating Homonymy from Polysemy in Wordnets: English, Spanish and Polish Nouns EACL 2021
A Theory of the Risk for Optimization with Relaxation and its Application to Support Vector Machines JMLR 2021
Improved Learning Rates of a Functional Lasso-type SVM with Sparse Multi-Kernel Representation NIPS 2021
On the Equivalence between Neural Network and Support Vector Machine NIPS 2021
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