38 citations · 109 across the 14 of their papers we have counts for
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cs.AI2017★ 2 cited
Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric Bayes
Feras Saad, Leonardo Casarsa, Vikash Mansinghka
Databases are widespread, yet extracting relevant data can be difficult. Without substantial domain knowledge, multivariate search queries often return sparse or uninformative resu…
cs.AI2016★ 9 cited
Probabilistic Data Analysis with Probabilistic Programming
Feras Saad, Vikash Mansinghka
Probabilistic techniques are central to data analysis, but different approaches can be difficult to apply, combine, and compare. This paper introduces composable generative populat…