1. Yoram Baram , Ran El Yaniv, and Kobi Luz . 2004 . Online choice of active learning algorithms. Journal of Machine Learning Research 5, Mar (2004), 255--291. Yoram Baram, Ran El Yaniv, and Kobi Luz. 2004. Online choice of active learning algorithms. Journal of Machine Learning Research 5, Mar (2004), 255--291.
2. Active sampling for entity matching
3. A Latent Dirichlet Model for Unsupervised Entity Resolution
4. Adaptive duplicate detection using learnable string similarity measures
5. Alex Bogatu , Norman W Paton , Mark Douthwaite , Stuart Davie , and Andre Freitas . 2021 . Cost--effective Variational Active Entity Resolution. In 2021 IEEE 37th International Conference on Data Engineering (ICDE). IEEE, 1272--1283 . Alex Bogatu, Norman W Paton, Mark Douthwaite, Stuart Davie, and Andre Freitas. 2021. Cost--effective Variational Active Entity Resolution. In 2021 IEEE 37th International Conference on Data Engineering (ICDE). IEEE, 1272--1283.