Bradley Gram-Hansen
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
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
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
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
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
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
Efficient Bayesian Inference for Nested Simulators
B Gram-Hansen, CS de Witt, R Zinkov, S Naderiparizi, A Scibior, A Munk, ...
Advances in Approximate Bayesian Inference, 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
Simulation-Based Inference for Global Health Decisions
CS de Witt, B Gram-Hansen, N Nardelli, A Gambardella, R Zinkov, ...
arXiv preprint arXiv:2005.07062, 2020
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
Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data
P Helber, B Gram-Hansen, I Varatharajan, F Azam, A Coca-Castro, ...
arXiv preprint arXiv:1812.00812, 2018
An investigation into the creation of entanglement mediated by interaction
B Gram-Hansen
Dissertation, 2015
An Insight Into: Quantum Random Walks
B Gram-Hansen
Thesis,, 2014
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Články 1–13