13 citations · 25 across the 4 of their papers we have counts for
4 papers
Tumult Analytics: a robust, easy-to-use, scalable, and expressive framework for differential privacy
Skye Berghel, Philip Bohannon, Damien Desfontaines +10
In this short paper, we outline the design of Tumult Analytics, a Python framework for differential privacy used at institutions such as the U.S. Census Bureau, the Wikimedia Found…
REX: Explaining Relationships between Entity Pairs
Lujun Fang, Anish Das Sarma, Cong Yu +1
Knowledge bases of entities and relations (either constructed manually or automatically) are behind many real world search engines, including those at Yahoo!, Microsoft, and Google…
CBLOCK: An Automatic Blocking Mechanism for Large-Scale De-duplication Tasks
Anish Das Sarma, Ankur Jain, Ashwin Machanavajjhala +1
De-duplication---identification of distinct records referring to the same real-world entity---is a well-known challenge in data integration. Since very large datasets prohibit the…
PROBER: Ad-Hoc Debugging of Extraction and Integration Pipelines
Anish Das Sarma, Alpa Jain, Philip Bohannon
Complex information extraction (IE) pipelines assembled by plumbing together off-the-shelf operators, specially customized operators, and operators re-used from other text processi…