11 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.IR2016★ 3 cited
Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams
Baichuan Zhang, Murat Dundar, Mohammad Al Hasan
The name entity disambiguation task aims to partition the records of multiple real-life persons so that each partition contains records pertaining to a unique person. Most of the e…
cs.LG2012★ 11 cited
Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes
Murat Dundar, Ferit Akova, Alan Qi +1
We present a framework for online inference in the presence of a nonexhaustively defined set of classes that incorporates supervised classification with class discovery and modelin…