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Ciarán M. Gilligan-Lee
Ciarán M. Gilligan-Lee
Head of Causal Inference Lab, Spotify, & Honorary Associate Professor, UCL
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
Quantum common causes and quantum causal models
JMA Allen, J Barrett, DC Horsman, CM Lee, RW Spekkens
Physical Review X 7 (3), 031021, 2017
1962017
Improving the accuracy of medical diagnosis with causal machine learning
JG Richens, CM Lee, S Johri
Nature communications 11 (1), 1-9, 2020
1912020
Computation in generalised probabilisitic theories
CM Lee, J Barrett
New Journal of Physics 17 (8), 083001, 2015
602015
Higher-order interference in extensions of quantum theory
CM Lee, JH Selby
Foundations of Physics 47 (1), 89-112, 2017
532017
Generalised phase kick-back: the structure of computational algorithms from physical principles
CM Lee, JH Selby
New Journal of Physics 18 (3), 033023, 2016
522016
Deriving Grover's lower bound from simple physical principles
CM Lee, JH Selby
New Journal of Physics 18 (9), 093047, 2016
432016
Towards device-independent information processing on general quantum networks
CM Lee, MJ Hoban
Physical review letters 120 (2), 020504, 2018
372018
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
352018
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
35*2017
Ruling out higher-order interference from purity principles
H Barnum, CM Lee, CM Scandolo, JH Selby
Entropy 19 (6), 253, 2017
342017
Oracles and query lower bounds in generalised probabilistic theories
H Barnum, CM Lee, JH Selby
Foundations of physics 48 (8), 954-981, 2018
28*2018
The computational landscape of general physical theories
J Barrett, N de Beaudrap, MJ Hoban, CM Lee
npj Quantum Information 5 (1), 1-10, 2019
272019
Technology readiness levels for machine learning systems
A Lavin, CM Gilligan-Lee, A Visnjic, S Ganju, D Newman, S Ganguly, ...
arXiv preprint arXiv:2101.03989, 2021
242021
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
22*2016
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
172020
Integrating overlapping datasets using bivariate causal discovery
A Dhir, CM Lee
Association for the Advancement of Artificial Intelligence, AAAI, 2020
102020
The information content of systems in general physical theories
CM Lee, MJ Hoban
Electronic Proceedings in Theoretical Computer Science 214, 22-28, 2016
92016
Device-independent certification of non-classical joint measurements via causal models
CM Lee
npj Quantum Information 5 (1), 1-5, 2019
8*2019
Compositional resource theories of coherence
JH Selby, CM Lee
Quantum 4, 319, 2020
72020
Leveraging directed causal discovery to detect latent common causes
CM Lee, C Hart, JG Richens, S Johri
Frontiers of AI-Assisted Care (Scientific Symposium, Stanford Medicine), 2019
62019
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