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Jonathan Richens
Jonathan Richens
DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Improving the accuracy of medical diagnosis with causal machine learning
JG Richens, CM Lee, S Johri
Nature communications 11 (1), 1-9, 2020
1382020
Criticality, factorization, and long-range correlations in the anisotropic model
S Campbell, J Richens, NL Gullo, T Busch
Physical Review A 88 (6), 062305, 2013
672013
Entanglement is necessary for emergent classicality in all physical theories
JG Richens, JH Selby, SW Al-Safi
Physical review letters 119 (8), 080503, 2017
442017
Work extraction from quantum systems with bounded fluctuations in work
JG Richens, L Masanes
Nature communications 7 (1), 1-7, 2016
30*2016
Finite-bath corrections to the second law of thermodynamics
JG Richens, ÁM Alhambra, L Masanes
Physical Review E 97 (6), 062132, 2018
242018
Multiverse: causal reasoning using importance sampling in probabilistic programming
Y Perov, L Graham, K Gourgoulias, J Richens, C Lee, A Baker, S Johri
Symposium on advances in approximate bayesian inference, 1-36, 2020
162020
Reversibility and the structure of the local state space
SW Al-Safi, J Richens
New Journal of Physics 17 (12), 123001, 2015
152015
Leveraging directed causal discovery to detect latent common causes
CM Lee, C Hart, JG Richens, S Johri
arXiv preprint arXiv:1910.10174, 2019
62019
Learning medical triage from clinicians using deep q-learning
A Buchard, B Bouvier, G Prando, R Beard, M Livieratos, D Busbridge, ...
arXiv preprint arXiv:2003.12828, 2020
22020
First do no harm: counterfactual objective functions for safe & ethical AI
JG Richens, R Beard, DH Thompson
arXiv preprint arXiv:2204.12993, 2022
2022
Artificial Intelligence for Medical Diagnosis
JG Richens, A Buchard
Artificial Intelligence in Medicine, 181-201, 2022
2022
Artificial Intelligence for Medical Decisions
A Buchard, JG Richens
Artificial Intelligence in Medicine, 1-21, 2021
2021
Causality in digital medicine
B Glocker, M Musolesi, J Richens, C Uhler
Nature Communications 12 (1), 2021
2021
Generating a probabilistic graphical model with causal information
CM Lee, CR Hart, JG Richens, S Johri
US Patent 11,017,572, 2021
2021
Counterfactual measure for medical diagnosis
JG Richens, CM Lee, S Johri
US Patent 11,017,905, 2021
2021
Causal Reasoning and Counterfactual Probabilistic Programming Framework Using Approximate Inference
I Perov, LCS Graham, K Gourgoulias, JG Richens, CM Lee, AP Baker, ...
US Patent App. 16/944,512, 2021
2021
Producing a multidimensional space data structure to perform survival analysis
CR Hart, JG Richens
US Patent App. 16/276,330, 2020
2020
The role of reversibility in quantum thermodynamics and the foundations of quantum theory
J Richens
Imperial College London, 2018
2018
General Quantum Correlations in Critical Spin Systems
S Campbell, J Richens, NL Gullo, T Busch
IEICE Technical Report; IEICE Tech. Rep., 0
Work extraction form quantum systems with bounded fluctuations in work
JG Richens, L Masanes
Nature Publishing Group, 0
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