8 citations · 10 across the 3 of their papers we have counts for
3 papers
Guaranteeing the Õ(AGM/OUT) Runtime for Uniform Sampling and OUT Size Estimation over Joins
Kyoungmin Kim, Jaehyun Ha, George Fletcher +1
We propose a new method for estimating the number of answers OUT of a small join query Q in a large database D, and for uniform sampling over joins. Our method is the first to sati…
FairSNA: Algorithmic Fairness in Social Network Analysis
Akrati Saxena, George Fletcher, Mykola Pechenizkiy
In recent years, designing fairness-aware methods has received much attention in various domains, including machine learning, natural language processing, and information retrieval…
Survey on Fair Reinforcement Learning: Theory and Practice
Pratik Gajane, Akrati Saxena, Maryam Tavakol +2
Fairness-aware learning aims at satisfying various fairness constraints in addition to the usual performance criteria via data-driven machine learning techniques. Most of the resea…