Yuan Zhou
Yuan Zhou
Department of Computer Science, University of Oxford
Verified email at - Homepage
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LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models
Y Zhou, BJ Gram-Hansen, T Kohn, T Rainforth, H Yang, F Wood
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support
Y Zhou, H Yang, YW Teh, T Rainforth
International Conference on Machine Learning, 11534-11545, 2020
Inference trees: Adaptive inference with exploration
T Rainforth, Y Zhou, X Lu, YW Teh, F Wood, H Yang, JW van de Meent
arXiv preprint arXiv:1806.09550, 2018
On exploration, exploitation and learning in adaptive importance sampling
X Lu, T Rainforth, Y Zhou, JW van de Meent, YW Teh
arXiv preprint arXiv:1810.13296, 2018
Symbolic parallel adaptive importance sampling for probabilistic program analysis
Y Luo, A Filieri, Y Zhou
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
Probabilistic programs with stochastic conditioning
D Tolpin, Y Zhou, T Rainforth, H Yang
International Conference on Machine Learning, 10312-10323, 2021
Bayesian Policy Search for Stochastic Domains
D Tolpin, Y Zhou, H Yang
arXiv preprint arXiv:2010.00284, 2020
Automating inference for non–standard models
Y Zhou
University of Oxford, 2020
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