410 citations · 566 across the 27 of their papers we have counts for
3 papers · 1 filter
Diverse Data Selection under Fairness Constraints
Zafeiria Moumoulidou, Andrew McGregor, Alexandra Meliou
Diversity is an important principle in data selection and summarization, facility location, and recommendation systems. Our work focuses on maximizing diversity in data selection,…
Causality-Guided Adaptive Interventional Debugging
Anna Fariha, Suman Nath, Alexandra Meliou
Runtime nondeterminism is a fact of life in modern database applications. Previous research has shown that nondeterminism can cause applications to intermittently crash, become unr…
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna +2
The reliability and proper function of data-driven applications hinge on the data's continued conformance to the applications' initial design. When data deviates from this initial…