Automatic Bayesian Density Analysis

Automatic Bayesian Density Analysis

24 July 2018

Antonio Vergari

Alejandro Molina

Zoubin Ghahramani

Kristian Kersting

Papers citing "Automatic Bayesian Density Analysis"

15 / 15 papers shown

Title
Safe Semi-Supervised Learning of Sum-Product Networks Martin Trapp Tamas Madl Robert Peharz Franz Pernkopf R. Trappl TPM 49 14 0 10 Oct 2017
On Relaxing Determinism in Arithmetic Circuits Arthur Choi Adnan Darwiche 36 57 0 22 Aug 2017
General Latent Feature Models for Heterogeneous Datasets Isabel Valera Melanie F. Pradier Maria Lomeli Zoubin Ghahramani 37 18 0 12 Jun 2017
Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes Hyunjik Kim Yee Whye Teh 43 52 0 08 Jun 2017
Visualizing and Understanding Sum-Product Networks Antonio Vergari Nicola Di Mauro F. Esposito FAtt AAML TPM 104 45 0 29 Aug 2016
On the Latent Variable Interpretation in Sum-Product Networks Robert Peharz Robert Gens Franz Pernkopf Pedro M. Domingos TPM 25 132 0 22 Jan 2016
A Unified Approach for Learning the Parameters of Sum-Product Networks Han Zhao Pascal Poupart Geoffrey J. Gordon TPM 39 70 0 03 Jan 2016
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 30 39 0 03 Dec 2015
Semi-Supervised Learning with Deep Generative Models Diederik P. Kingma Danilo Jimenez Rezende S. Mohamed Max Welling GAN SSL BDL 85 2,740 0 20 Jun 2014
Automatic Construction and Natural-Language Description of Nonparametric Regression Models J. Lloyd David Duvenaud Roger C. Grosse J. Tenenbaum Zoubin Ghahramani 69 241 0 18 Feb 2014
The Randomized Dependence Coefficient David Lopez-Paz Philipp Hennig Bernhard Schölkopf 102 191 0 29 Apr 2013
Structure Discovery in Nonparametric Regression through Compositional Kernel Search David Duvenaud J. Lloyd Roger C. Grosse J. Tenenbaum Zoubin Ghahramani 86 509 0 20 Feb 2013
A Differential Approach to Inference in Bayesian Networks Adnan Darwiche TPM 77 622 0 16 Jan 2013
On the Robustness of Most Probable Explanations H. Chan Adnan Darwiche TPM 57 58 0 27 Jun 2012
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 74 758 0 14 Feb 2012