Scaling Multiple-Source Entity Resolution using Statistically Efficient Transfer Learning

Sahand Negahban, Benjamin I. P. Rubinstein, Jim Gemmell

We consider a serious, previously-unexplored challenge facing almost all approaches to scaling up entity resolution (ER) to multiple data sources: the prohibitive cost of labeling…