Wood, Frank D.

12 publications

AISTATS 2017 Inference Compilation and Universal Probabilistic Programming Tuan Anh Le, Atilim Gunes Baydin, Frank D. Wood

UAI 2017 Interpreting Lion Behaviour as Probabilistic Programs Neil Dhir, Matthijs Vákár, Matthew Wijers, Andrew Markham, Frank D. Wood

AISTATS 2016 Black-Box Policy Search with Probabilistic Programs Jan-Willem van de Meent, Brooks Paige, David Tolpin, Frank D. Wood

UAI 2016 Super-Sampling with a Reservoir Brooks Paige, Dino Sejdinovic, Frank D. Wood

ECML-PKDD 2015 Output-Sensitive Adaptive Metropolis-Hastings for Probabilistic Programs David Tolpin, Jan-Willem van de Meent, Brooks Paige, Frank D. Wood

AISTATS 2015 Particle Gibbs with Ancestor Sampling for Probabilistic Programs Jan-Willem van de Meent, Hongseok Yang, Vikash Mansinghka, Frank D. Wood

ECML-PKDD 2015 Probabilistic Programming in Anglican David Tolpin, Jan-Willem van de Meent, Frank D. Wood

AISTATS 2014 A New Approach to Probabilistic Programming Inference Frank D. Wood, Jan-Willem van de Meent, Vikash Mansinghka

AISTATS 2014 The Dependent Dirichlet Process Mixture of Objects for Detection-Free Tracking and Object Modeling Willie Neiswanger, Frank D. Wood, Eric P. Xing

ICML 2010 Forgetting Counts: Constant Memory Inference for a Dependent Hierarchical Pitman-Yor Process Nicholas Bartlett, David Pfau, Frank D. Wood

ICML 2009 A Stochastic Memoizer for Sequence Data Frank D. Wood, Cédric Archambeau, Jan Gasthaus, Lancelot James, Yee Whye Teh

UAI 2006 A Non-Parametric Bayesian Method for Inferring Hidden Causes Frank D. Wood, Thomas L. Griffiths, Zoubin Ghahramani