machine learning

Using Machine Learning to Predict Item Difficulty and Response Time in Medical Tests NAACL 2024 Verba volant, scripta volant? Don’t worry! There are computational solutions for protoword reconstruction EMNLP 2024 Weisfeiler Leman for Euclidean Equivariant Machine Learning ICML 2024 Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML ICLR 2024 A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets JMLR 2023 Accurate Fairness: Improving Individual Fairness without Trading Accuracy AAAI 2023 AI for Equitable, Data-Driven Decisions in Public Health AAAI 2023 AI Techniques for Urban Traffic Control and Mobility IJCAI 2023 Applied Online Algorithms with Heterogeneous Predictors ICML 2023 AQuA: A Benchmarking Tool for Label Quality Assessment NeurIPS 2023 Are fairness metric scores enough to assess discrimination biases in machine learning? ACL 2023 A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges IJCAI 2023 A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution ACL 2023 Bias-Eliminating Augmentation Learning for Debiased Federated Learning CVPR 2023 Bias On Demand: Investigating Bias with a Synthetic Data Generator IJCAI 2023 BotPercent: Estimating Bot Populations in Twitter Communities EMNLP 2023 Bridging Speech Science and Technology — Now and Into the Future Interspeech 2023 Censored Fairness through Awareness AAAI 2023 ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning NeurIPS 2023 Counterfactual Augmentation for Multimodal Learning Under Presentation Bias EMNLP 2023 DART: Distance Assisted Recursive Testing JMLR 2023 Data Banzhaf: A Robust Data Valuation Framework for Machine Learning AISTATS 2023 Data-Driven Network Neuroscience: On Data Collection and Benchmark NeurIPS 2023 DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions ACL 2023 Dimensionless machine learning: Imposing exact units equivariance JMLR 2023