PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models

Yinjun Wu, Val Tannen, Susan B. Davidson

The ubiquitous use of machine learning algorithms brings new challenges to traditional database problems such as incremental view update. Much effort is being put in better underst…