38 citations · 109 across the 14 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.ME2017★ 7 cited
Temporally-Reweighted Chinese Restaurant Process Mixtures for Clustering, Imputing, and Forecasting Multivariate Time Series
Feras A. Saad, Vikash K. Mansinghka
This article proposes a Bayesian nonparametric method for forecasting, imputation, and clustering in sparsely observed, multivariate time series data. The method is appropriate for…
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…