coreset selection

Samples With Low Loss Curvature Improve Data Efficiency CVPR 2023 Towards Sustainable Learning: Coresets for Data-efficient Deep Learning ICML 2023 Adaptive Second Order Coresets for Data-efficient Machine Learning ICML 2022 Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach ICLR 2022 Online Coreset Selection for Rehearsal-based Continual Learning ICLR 2022 Probabilistic Bilevel Coreset Selection ICML 2022 GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training ICML 2021 RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning NeurIPS 2021 Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples UAI 2020 Selection via Proxy: Efficient Data Selection for Deep Learning ICLR 2020 Small-GAN: Speeding up GAN Training using Core-Sets ICML 2020 Active Learning for Convolutional Neural Networks: A Core-Set Approach ICLR 2018