19 citations · 35 across the 4 of their papers we have counts for
4 papers
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation
Arpit Narechania, Fan Du, Atanu R Sinha +6
Selecting relevant data subsets from large, unfamiliar datasets can be difficult. We address this challenge by modeling and visualizing two kinds of auxiliary information: (1) qual…
OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning
Hantian Zhang, Xu Chu, Abolfazl Asudeh +1
Machine learning (ML) is increasingly being used to make decisions in our society. ML models, however, can be unfair to certain demographic groups (e.g., African Americans or femal…
A Symbolic Approach to Proving Query Equivalence Under Bag Semantics
Qi Zhou, Joy Arulraj, Shamkant Navathe +2
In database-as-a-service platforms, automated verification of query equivalence helps eliminate redundant computation in the form of overlapping sub-queries. Researchers have propo…
Interactive Browsing and Navigation in Relational Databases
Minsuk Kahng, Shamkant B. Navathe, John T. Stasko +1
Although researchers have devoted considerable attention to helping database users formulate queries, many users still find it challenging to specify queries that involve joining t…