The Automatic Statistician: A Relational Perspective

v1v2 (latest)

The Automatic Statistician: A Relational Perspective

26 November 2015

ArXiv (abs)PDF HTML

Papers citing "The Automatic Statistician: A Relational Perspective"

8 / 8 papers shown

Title
Automatic Construction and Natural-Language Description of Nonparametric Regression Models J. Lloyd David Duvenaud Roger C. Grosse J. Tenenbaum Zoubin Ghahramani 78 241 0 18 Feb 2014
Joint Estimation of Multiple Graphical Models from High Dimensional Time Series Huitong Qiu Fang Han Han Liu B. Caffo 84 97 0 01 Nov 2013
Structure Discovery in Nonparametric Regression through Compositional Kernel Search David Duvenaud J. Lloyd Roger C. Grosse J. Tenenbaum Zoubin Ghahramani 91 509 0 20 Feb 2013
Gaussian Process Kernels for Pattern Discovery and Extrapolation A. Wilson Ryan P. Adams GP 70 608 0 18 Feb 2013
Lifted Inference for Relational Continuous Models Jaesik Choi Eyal Amir David J. Hill 76 54 0 15 Mar 2012
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo Matthew D. Hoffman Andrew Gelman 166 4,304 0 18 Nov 2011
Lifted Graphical Models: A Survey Lilyana Mihalkova Lise Getoor 3DV 125 96 0 25 Jul 2011
Generalised Wishart Processes A. Wilson Zoubin Ghahramani 110 87 0 31 Dec 2010