David Davini

Adaptive Second Order Coresets for Data-efficient Machine Learning

2022 · arXiv (Cornell University)

Training machine learning models on massive datasets incurs substantial computational costs. To alleviate such costs, there has been a sustained effort to develop data-efficient training methods that can carefully select subsets of the training examples …