Diversified Batch Selection for Training AccelerationInternational Conference on Machine Learning (ICML), 2024 |
Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image DatasetsScientific Data (Sci Data), 2024 |
Navigating the Pitfalls of Active Learning Evaluation: A Systematic
Framework for Meaningful Performance AssessmentNeural Information Processing Systems (NeurIPS), 2023 |
Diversify Your Datasets: Analyzing Generalization via Controlled
Variance in Adversarial DatasetsConference on Computational Natural Language Learning (CoNLL), 2019 |