7 citations · 16 across the 8 of their papers we have counts for
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cs.LG2022★ 1 cited
A Theory of Dynamic Benchmarks
Ali Shirali, Rediet Abebe, Moritz Hardt
Dynamic benchmarks interweave model fitting and data collection in an attempt to mitigate the limitations of static benchmarks. In contrast to an extensive theoretical and empirica…
cs.IR2022
Sequential Nature of Recommender Systems Disrupts the Evaluation Process
Ali Shirali
Datasets are often generated in a sequential manner, where the previous samples and intermediate decisions or interventions affect subsequent samples. This is especially prominent…
cs.SI2022★ 7 cited
On the Effect of Triadic Closure on Network Segregation
Rediet Abebe, Nicole Immorlica, Jon Kleinberg +2
The tendency for individuals to form social ties with others who are similar to themselves, known as homophily, is one of the most robust sociological principles. Since this phenom…