Bradley Gram-Hansen
TitleCited byYear
Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale
AG Baydin, L Shao, W Bhimji, L Heinrich, L Meadows, J Liu, A Munk, ...
Proceedings of the International Conference for High Performance Computing …, 2019
62019
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model
AG Baydin, L Heinrich, W Bhimji, B Gram-Hansen, G Louppe, L Shao, ...
Advances in Neural Information Processing Systems, NeurlPS 2019, 2018
62018
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
32019
Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
BJ Gram-Hansen, P Helber, I Varatharajan, F Azam, A Coca-Castro, ...
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 361-368, 2019
22019
Hamiltonian Monte Carlo for Probabilistic Programs with Discontinuities
B Gram-Hansen, Y Zhou, T Kohn, T Rainforth, H Yang, F Wood
The International Conference on Probabilistic Programming, 2018
2*2018
Amortized Rejection Sampling in Universal Probabilistic Programming
S Naderiparizi, A Ścibior, A Munk, M Ghadiri, AG Baydin, B Gram-Hansen, ...
arXiv preprint arXiv:1910.09056, 2019
2019
Hijacking Malaria Simulators with Probabilistic Programming
B Gram-Hansen, CS de Witt, T Rainforth, PHS Torr, YW Teh, AG Baydin
International Conference on Machine Learning (ICML) AI for Social Good …, 2019
2019
Usability of Probabilistic Programming Languages
A Blackwell, T Kohn, M Erwig, AG Baydin, L Church, J Geddes, A Gordon, ...
Psychology of Programming Interest Group 30th Annual Workshop, PPIG 2019, 2019
2019
Generating Material Maps to Map Informal Settlements
P Helber, B Gram-Hansen, I Varatharajan, F Azam, A Coca-Castro, ...
NeurlPS workshop on Machine Learning for the Developing World (ML4DW), 2018
2018
An investigation into the creation of entanglement mediated by interaction
B Gram-Hansen
Dissertation, 2015
2015
An Insight Into: Quantum Random Walks
B Gram-Hansen
Thesis,, 2014
2014
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Articles 1–11