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RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning
Free accessArXiv | 2021| -
GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning
Free accessArXiv | 2021| -
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios
Free accessArXiv | 2021| -
GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning
Free accessArXiv | 2020| -
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming
Free accessArXiv | 2021| -
MILO: Model-Agnostic Subset Selection Framework for Efficient Model Training and Tuning
Free accessArXiv | 2023| -
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
Free accessArXiv | 2022| -
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models
Free accessArXiv | 2023|
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