CrossCat: A Fully Bayesian Nonparametric Method for Analyzing
Heterogeneous, High Dimensional Data

CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data

3 December 2015

Vikash K. Mansinghka

Patrick Shafto

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Papers citing "CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data"

6 / 6 papers shown

Title
Structured Evaluation of Synthetic Tabular Data Scott Cheng-Hsin Yang Baxter S. Eaves Michael Schmidt Ken Swanson Patrick Shafto 90 4 0 15 Mar 2024
Hierarchical Infinite Relational Model Feras A. Saad Vikash K. Mansinghka 44 5 0 16 Aug 2021
Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling Feras A. Saad Marco F. Cusumano-Towner Ulrich Schaechtle Martin Rinard Vikash K. Mansinghka 58 62 0 14 Jul 2019
Automatic Bayesian Density Analysis Antonio Vergari Alejandro Molina Robert Peharz Zoubin Ghahramani Kristian Kersting Isabel Valera 53 35 0 24 Jul 2018
Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes Feras A. Saad Vikash K. Mansinghka 57 14 0 05 Nov 2016
BayesDB: A probabilistic programming system for querying the probable implications of data Vikash K. Mansinghka R. Tibbetts Jay Baxter Pat Shafto Baxter S. Eaves 69 38 0 15 Dec 2015