Classification

Online Continual Learning via Candidates Voting WACV 2022 Online Learning of Open-set Speaker Identification by Active User-registration Interspeech 2022 Online Target Speaker Voice Activity Detection for Speaker Diarization Interspeech 2022 On Margins and Generalisation for Voting Classifiers NeurIPS 2022 On Non-Random Missing Labels in Semi-Supervised Learning ICLR 2022 On Optimal Learning Under Targeted Data Poisoning NeurIPS 2022 On Robust Multiclass Learnability NeurIPS 2022 On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data AISTATS 2022 On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022 On the Consistency of Max-Margin Losses AISTATS 2022 On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NeurIPS 2022 On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense? EMNLP 2022 On the Effectiveness of Persistent Homology NeurIPS 2022 On the Episodic Difficulty of Few-shot Learning ACML 2022 On the Epistemic Limits of Personalized Prediction NeurIPS 2022 On the Importance of Firth Bias Reduction in Few-Shot Classification ICLR 2022 On the Interplay between Information Loss and Operation Loss in Representations for Classification AISTATS 2022 On the Optimization of Margin Distribution IJCAI 2022 On the Pitfalls of Using the Residual Error as Anomaly Score MIDL 2022 On the Robustness of Offensive Language Classifiers ACL 2022 Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification NeurIPS 2022 On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools IJCAI 2022 On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification NeurIPS 2022 OpenAUC: Towards AUC-Oriented Open-Set Recognition NeurIPS 2022 OpenBrand: Open Brand Value Extraction from Product Descriptions ACL 2022