关注
Ciarán M. Gilligan-Lee
Ciarán M. Gilligan-Lee
Head of Causal Inference Lab, Spotify, & Honorary Associate Professor, UCL
在 ucl.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Improving the accuracy of medical diagnosis with causal machine learning
JG Richens, CM Lee, S Johri
Nature communications 11 (1), 3923, 2020
4512020
Quantum common causes and quantum causal models
JMA Allen, J Barrett, DC Horsman, CM Lee, RW Spekkens
Physical Review X 7 (3), 031021, 2017
2522017
Technology readiness levels for machine learning systems
A Lavin, CM Gilligan-Lee, A Visnjic, S Ganju, D Newman, S Ganguly, ...
Nature Communications 13 (1), 6039, 2022
972022
Generalised phase kick-back: the structure of computational algorithms from physical principles
CM Lee, JH Selby
New Journal of Physics 18 (3), 033023, 2016
642016
Computation in generalised probabilisitic theories
CM Lee, J Barrett
New Journal of Physics 17 (8), 083001, 2015
632015
Higher-order interference in extensions of quantum theory
CM Lee, JH Selby
Foundations of Physics 47, 89-112, 2017
612017
Towards device-independent information processing on general quantum networks
CM Lee, MJ Hoban
Physical review letters 120 (2), 020504, 2018
552018
Deriving Grover's lower bound from simple physical principles
CM Lee, JH Selby
New Journal of Physics 18 (9), 093047, 2016
462016
Causal inference via algebraic geometry: feasibility tests for functional causal structures with two binary observed variables
CM Lee, RW Spekkens
Journal of Causal Inference 5 (2), 2017
44*2017
Ruling out higher-order interference from purity principles
H Barnum, CM Lee, CM Scandolo, JH Selby
Entropy 19 (6), 253, 2017
412017
A no-go theorem for theories that decohere to quantum mechanics
CM Lee, JH Selby
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2018
402018
The computational landscape of general physical theories
J Barrett, N de Beaudrap, MJ Hoban, CM Lee
npj Quantum Information 5 (1), 41, 2019
332019
Oracles and query lower bounds in generalised probabilistic theories
H Barnum, CM Lee, JH Selby
Foundations of physics 48, 954-981, 2018
30*2018
Multiverse: Causal reasoning using importance sampling in probabilistic programming
Y Perov, L Graham, K Gourgoulias, JG Richens, CM Lee, A Baker, S Johri
Proceedings of Machine Learning Research, PMLR 118:1-36, 2020
252020
Bounds on the power of proofs and advice in general physical theories
CM Lee, MJ Hoban
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2016
23*2016
Estimating categorical counterfactuals via deep twin networks
A Vlontzos, B Kainz, CM Gilligan-Lee
Nature Machine Intelligence, 1-10, 2023
20*2023
Integrating overlapping datasets using bivariate causal discovery
A Dhir, CM Lee
Association for the Advancement of Artificial Intelligence, AAAI, 2020
162020
D'ARTAGNAN: Counterfactual Video Generation
H Reynaud, A Vlontzos, M Dombrowski, C Lee, A Beqiri, P Leeson, ...
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, 2022
142022
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
12*2022
Device-independent certification of non-classical joint measurements via causal models
CM Lee
npj Quantum Information 5 (1), 34, 2019
12*2019
系统目前无法执行此操作，请稍后再试。
文章 1–20