Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes

5 November 2016

Papers citing "Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes"

10 / 10 papers shown

Title
Probabilistic Data Analysis with Probabilistic Programming Feras A. Saad Vikash K. Mansinghka 39 14 0 18 Aug 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 46 38 0 15 Dec 2015
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data Vikash K. Mansinghka Patrick Shafto Eric Jonas Cap Petschulat Max Gasner J. Tenenbaum 44 40 0 03 Dec 2015
Scaling Nonparametric Bayesian Inference via Subsample-Annealing F. Obermeyer Jonathan Glidden Eric Jonas 55 12 0 22 Feb 2014
A Kernel Test for Three-Variable Interactions Dino Sejdinovic Arthur Gretton Wicher P. Bergsma 84 41 0 10 Jun 2013
The Randomized Dependence Coefficient David Lopez-Paz Philipp Hennig Bernhard Schölkopf 105 190 0 29 Apr 2013
Context-Specific Independence in Bayesian Networks Craig Boutilier N. Friedman M. Goldszmidt D. Koller 191 822 0 13 Feb 2013
Bayes-Ball: The Rational Pastime (for Determining Irrelevance and Requisite Information in Belief Networks and Influence Diagrams) Ross D. Shachter 67 242 0 30 Jan 2013
Copula-based Kernel Dependency Measures Barnabás Póczós Zoubin Ghahramani J. Schneider 90 87 0 18 Jun 2012
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 102 629 0 14 Feb 2012