Bayesian Optimization for Probabilistic Programs

13 July 2017

Papers citing "Bayesian Optimization for Probabilistic Programs"

10 / 10 papers shown

Title
Efficient Transfer Bayesian Optimization with Auxiliary Information Tomoharu Iwata Takuma Otsuka 64 2 0 17 Sep 2019
Doubly Bayesian Optimization Alexander Lavin 38 0 0 11 Dec 2018
Inference Trees: Adaptive Inference with Exploration Tom Rainforth Yuanshuo Zhou Xiaoyu Lu Yee Whye Teh Frank Wood Hongseok Yang Jan-Willem van de Meent TPM 57 12 0 25 Jun 2018
Nesting Probabilistic Programs Tom Rainforth TPM 49 24 0 16 Mar 2018
Bayesian Optimization for Dynamic Problems Favour Nyikosa Michael A. Osborne Stephen J. Roberts 80 41 0 09 Mar 2018
On Nesting Monte Carlo Estimators Tom Rainforth R. Cornish Hongseok Yang Andrew Warrington Frank Wood 151 132 0 18 Sep 2017
Constrained Bayesian Optimization for Automatic Chemical Design Ryan-Rhys Griffiths José Miguel Hernández-Lobato BDL 178 76 0 16 Sep 2017
Dealing with Integer-valued Variables in Bayesian Optimization with Gaussian Processes E.C. Garrido-Merchán Daniel Hernández-Lobato 127 232 0 12 Jun 2017
Auto-Encoding Sequential Monte Carlo T. Le Maximilian Igl Tom Rainforth Tom Jin Frank Wood BDL DRL 345 153 0 29 May 2017
On the Pitfalls of Nested Monte Carlo Tom Rainforth R. Cornish Hongseok Yang Frank Wood 62 9 0 03 Dec 2016