79 citations · 541 across the 84 of their papers we have counts for
3 papers · 1 filter
Workload-Aware Materialization of Junction Trees
Martino Ciaperoni, Cigdem Aslay, Aristides Gionis +1
Bayesian networks are popular probabilistic models that capture the conditional dependencies among a set of variables. Inference in Bayesian networks is a fundamental task for answ…
Diversity-aware -median : Clustering with fair center representation
Suhas Thejaswi, Bruno Ordozgoiti, Aristides Gionis
We introduce a novel problem for diversity-aware clustering. We assume that the potential cluster centers belong to a set of groups defined by protected attributes, such as ethnici…
Discovering Dense Correlated Subgraphs in Dynamic Networks
Giulia Preti, Polina Rozenshtein, Aristides Gionis +1
Given a dynamic network, where edges appear and disappear over time, we are interested in finding sets of edges that have similar temporal behavior and form a dense subgraph. Forma…