support vector machine

Stable Classification 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 The Teaching Dimension of Regularized Kernel Learners ICML 2022 Total Stability of SVMs and Localized SVMs JMLR 2022 To the Most Gracious Highness, from Your Humble Servant: Analysing Swedish 18th Century Petitions Using Text Classification COLING 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 Bayes-Optimal View on Adversarial Examples JMLR 2021 Abusive content detection in transliterated Bengali-English social media corpus NAACL 2021 Active Covering ICML 2021 Affect Recognition Through Scalogram and Multi-Resolution Cochleagram Features Interspeech 2021 An exact solver for the Weston-Watkins SVM subproblem ICML 2021 Application for Detecting Depression, Parkinson’s Disease and Dysphonic Speech Interspeech 2021 Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features EACL 2021 Assessing Posterior-Based Mispronunciation Detection on Field-Collected Recordings from Child Speech Therapy Sessions Interspeech 2021 A Theory of the Risk for Optimization with Relaxation and its Application to Support Vector Machines JMLR 2021 A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems JMLR 2021 Automatic Severity Classification of Korean Dysarthric Speech Using Phoneme-Level Pronunciation Features Interspeech 2021 Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation NeurIPS 2021 Classification Under Human Assistance AAAI 2021 Classification vs regression in overparameterized regimes: Does the loss function matter? JMLR 2021 Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification EMNLP 2021 Comparing the Performance of CNNs and Shallow Models for Language Identification EACL 2021 Contrastive Learning of Cough Descriptors for Automatic COVID-19 Preliminary Diagnosis Interspeech 2021