cost-sensitive learning

Active Learning with Non-Uniform Costs for African Natural Language Processing EACL 2026 DISC: Dynamic Feature Selection for Cost-Sensitive Medical Diagnosis AAAI 2026 Learning with Selectively Labeled Data from Multiple Decision-makers ICML 2025 To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning AAAI 2025 Cardinality-Aware Set Prediction and Top-k Classification NeurIPS 2024 Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection UAI 2024 Neural Active Learning Meets the Partial Monitoring Framework UAI 2024 ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making NeurIPS 2024 Scoring with Confidence? – Exploring High-confidence Scoring for Saving Manual Grading Effort NAACL 2024 Embeddings at BLP-2023 Task 2: Optimizing Fine-Tuned Transformers with Cost-Sensitive Learning for Multiclass Sentiment Analysis EMNLP 2023 Probability Guided Loss for Long-Tailed Multi-Label Image Classification AAAI 2023 Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning NeurIPS 2023 WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023 Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics NeurIPS 2022 PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning SemEval 2022 Influence-Balanced Loss for Imbalanced Visual Classification ICCV 2021 Training Over-parameterized Models with Non-decomposable Objectives NeurIPS 2021 A Novel Model for Imbalanced Data Classification AAAI 2020 Consistent Estimators for Learning to Defer to an Expert ICML 2020 FiNLP at FinCausal 2020 Task 1: Mixture of BERTs for Causal Sentence Identification in Financial Texts COLING 2020 syrapropa at SemEval-2020 Task 11: BERT-based Models Design for Propagandistic Technique and Span Detection SemEval 2020 Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection AAAI 2019 Classification with Costly Features Using Deep Reinforcement Learning AAAI 2019 Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data EMNLP 2019 Cost-Sensitive Learning to Rank AAAI 2019