GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training

KrishnaTeja Killamsetty, Durga Sivasubramanian, Ganesh Ramakrishnan, Abir De, Rishabh K. Iyer

Abstract: The great success of modern machine learning models on large datasets is contingent on extensive computational resources with high financial and environmental costs. One way to address this is by e...