conftrace_

cost-sensitive learning

55 papers

Explore in graph

Also known as

CSL

Co-occurring keywords

class imbalance (555) loss function (462) surrogate loss (94) deep neural network (1803) decision tree (322) multi-label classification (1009) imbalanced datum (81) cost-sensitive classification (18) data augmentation (3052) sequential decision making (215)

Papers

DISC: Dynamic Feature Selection for Cost-Sensitive Medical Diagnosis AAAI 2026
Active Learning with Non-Uniform Costs for African Natural Language Processing EACL 2026
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 NIPS 2024
ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making NIPS 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
Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning NIPS 2023
WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023
Probability Guided Loss for Long-Tailed Multi-Label Image Classification AAAI 2023
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics NIPS 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 NIPS 2021
syrapropa at SemEval-2020 Task 11: BERT-based Models Design for Propagandistic Technique and Span Detection SEMEVAL 2020
A Novel Model for Imbalanced Data Classification AAAI 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 COLING 2020
Focused Anchors Loss: cost-sensitive learning of discriminative features for imbalanced classification ACML 2019
Learning With Unsure Data for Medical Image Diagnosis ICCV 2019
Classification with Costly Features Using Deep Reinforcement Learning AAAI 2019
Cost-Sensitive Learning to Rank AAAI 2019
Cost-sensitive Regularization for Label Confusion-aware Event Detection ACL 2019
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data EMNLP 2019
Interpretable Cascade Classifiers with Abstention AISTATS 2019