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Jonathan Richens
Jonathan Richens
DeepMind
Email verificata su google.com
Titolo
Citata da
Citata da
Anno
Improving the accuracy of medical diagnosis with causal machine learning
JG Richens, CM Lee, S Johri
Nature communications 11 (1), 1-9, 2020
5482020
Criticality, factorization, and long-range correlations in the anisotropic model
S Campbell, J Richens, NL Gullo, T Busch
Physical Review A—Atomic, Molecular, and Optical Physics 88 (6), 062305, 2013
732013
Entanglement is necessary for emergent classicality in all physical theories
JG Richens, JH Selby, SW Al-Safi
Physical review letters 119 (8), 080503, 2017
572017
Work extraction from quantum systems with bounded fluctuations in work
JG Richens, L Masanes
Nature communications 7 (1), 13511, 2016
42*2016
Finite-bath corrections to the second law of thermodynamics
JG Richens, ÁM Alhambra, L Masanes
Physical Review E 97 (6), 062132, 2018
352018
Discovering agents
Z Kenton, R Kumar, S Farquhar, J Richens, M MacDermott, T Everitt
Artificial Intelligence 322, 103963, 2023
342023
Counterfactual harm
JG Richens, R Beard, DH Thompson
Advances in neural information processing systems 35, 2022
322022
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
262020
Robust agents learn causal world models
J Richens, T Everitt
International Conference on Learning Representations (ICLR), 2024
212024
Reversibility and the structure of the local state space
SW Al-Safi, J Richens
New Journal of Physics 17 (12), 123001, 2015
182015
Causality in digital medicine
B Glocker, M Musolesi, J Richens, C Uhler
Nature Communications 12 (1), 2021
152021
Leveraging directed causal discovery to detect latent common causes in cause-effect pairs
CM Gilligan-Lee, C Hart, J Richens, S Johri
IEEE Transactions on Neural Networks and Learning Systems 35 (4), 4938-4947, 2022
14*2022
Artificial intelligence for medical diagnosis
JG Richens, A Buchard
Artificial Intelligence in Medicine, 181-201, 2022
72022
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
62020
Artificial intelligence for medical decisions
A Buchard, JG Richens
Artificial Intelligence in Medicine, 1-21, 2021
42021
Counterfactual measure for medical diagnosis
JG Richens, CM Lee, S Johri
US Patent 11,017,905, 2021
42021
Generating a probabilistic graphical model with causal information
CM Lee, CR Hart, JG Richens, S Johri
US Patent 11,017,572, 2021
22021
Producing a multidimensional space data structure to perform survival analysis
CR Hart, JG Richens
US Patent App. 16/276,330, 2020
22020
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
12021
Discovering Agents (Abstract Reprint)
Z Kenton, R Kumar, S Farquhar, J Richens, M MacDermott, T Everitt
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22701 …, 2024
2024
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