Ananth Mahadevan

Cost-Effective Retraining of Machine Learning Models

2023 · arXiv (Cornell University)

It is important to retrain a machine learning (ML) model in order to maintain its performance as the data changes over time. However, this can be costly as it usually requires processing the entire dataset …