Classification

Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024 Common-Individual Semantic Fusion for Multi-View Multi-Label Learning IJCAI 2024 Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness Interspeech 2024 Comparative Study of Explainability Methods for Legal Outcome Prediction EMNLP 2024 Comparing a BERT Classifier and a GPT classifier for Detecting Connective Language Across Multiple Social Media EMNLP 2024 Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024 Computerized Adaptive Testing via Collaborative Ranking NeurIPS 2024 Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification NeurIPS 2024 CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024 Conditions on Preference Relations that Guarantee the Existence of Optimal Policies AISTATS 2024 Confidence-aware Contrastive Learning for Selective Classification ICML 2024 Confidence-aware Hypothesis Transfer Networks for Source-Free Cross-Corpus Speech Emotion Recognition Interspeech 2024 Confidence Calibration of Classifiers with Many Classes NeurIPS 2024 Confidence Estimation for Automatic Detection of Depression and Alzheimer’s Disease Based on Clinical Interviews Interspeech 2024 Confidence Interval Estimation of Predictive Performance in the Context of AutoML AutoML 2024 Confident Feature Ranking AISTATS 2024 Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees NeurIPS 2024 Conformal Classification with Equalized Coverage for Adaptively Selected Groups NeurIPS 2024 Conformalized Credal Set Predictors NeurIPS 2024 Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection AISTATS 2024 Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration NeurIPS 2024 Conformal Prediction for Deep Classifier via Label Ranking ICML 2024 Conformal prediction for multi-dimensional time series by ellipsoidal sets ICML 2024 Conformal Prediction for Semantically-Aware Autonomous Perception in Urban Environments CoRL 2024 Conformal Prediction Sets Improve Human Decision Making ICML 2024