410 citations · 566 across the 27 of their papers we have counts for
4 papers · 1 filter
DataExposer: Exposing Disconnect between Data and Systems
Sainyam Galhotra, Anna Fariha, Raoni Lourenço +3
As data is a central component of many modern systems, the cause of a system malfunction may reside in the data, and, specifically, particular properties of the data. For example,…
Stochastic Package Queries in Probabilistic Databases
Matteo Brucato, Nishant Yadav, Azza Abouzied +2
We provide methods for in-database support of decision making under uncertainty. Many important decision problems correspond to selecting a package (bag of tuples in a relational d…
Example-Driven User Intent Discovery: Empowering Users to Cross the SQL Barrier Through Query by Example
Anna Fariha, Lucy Cousins, Narges Mahyar +1
Traditional data systems require specialized technical skills where users need to understand the data organization and write precise queries to access data. Therefore, novice users…
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification
Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou +1
Classification, a heavily-studied data-driven machine learning task, drives an increasing number of prediction systems involving critical human decisions such as loan approval and…