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Alex Markham
Alex Markham
Postdoc, University of Copenhagen
Zweryfikowany adres z causal.dev - Strona główna
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Queer in AI: A case study in community-led participatory AI
OO Queerinai, A Ovalle, A Subramonian, A Singh, C Voelcker, ...
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
292023
Measurement dependence inducing latent causal models
A Markham, M Grosse-Wentrup
Conference on Uncertainty in Artificial Intelligence, 590-599, 2020
162020
A distance covariance-based kernel for nonlinear causal clustering in heterogeneous populations
A Markham, R Das, M Grosse-Wentrup
Conference on Causal Learning and Reasoning, 542-558, 2022
142022
Combinatorial and algebraic perspectives on the marginal independence structure of Bayesian networks
D Deligeorgaki, A Markham, P Misra, L Solus
Algebraic Statistics 14 (2), 233-286, 2024
52024
Distance covariance: a nonlinear extension of Riemannian geometry for EEG-based brain-computer interfacing
J Xu, A Markham, A Meunier, P Raggam, M Grosse-Wentrup
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
42021
Neuro-causal factor analysis
A Markham, M Liu, B Aragam, L Solus
arXiv preprint arXiv:2305.19802, 2023
32023
A Transformational Characterization of Unconditionally Equivalent Bayesian Networks
A Markham, D Deligeorgaki, P Misra, L Solus
Proceedings of the 11th International Conference on Probabilistic Graphical …, 2022
32022
MeDIL: A Python Package for Causal Modelling
A Markham, A Chivukula, M Grosse-Wentrup
International Conference on Probabilistic Graphical Models, 621-624, 2020
22020
Scalable structure learning for sparse context-specific causal systems
FL Rios, A Markham, L Solus
arXiv preprint arXiv:2402.07762, 2024
12024
Data-driven causal behaviour modelling from trajectory data: A case for fare incentives in public transport
Y Wu, A Markham, L Wang, L Solus, Z Ma
Journal of Public Transportation 27, 100114, 2025
2025
Scalable Structure Learning for Sparse Context-Specific Systems
FL Rios, A Markham, L Solus
arXiv preprint arXiv:2402.07762, 2024
2024
Causal Structure Learning with Greedy Unconditional Equivalence Search
A Markham, D Deligeorgaki, P Misra, L Solus
arXiv preprint arXiv:2203.00521, 2022
2022
A theory of algorithms and implementations and their relevance to cognitive science
A Meunier, A Markham, M Grosse-Wentrup
Proceedings of the Annual Meeting of the Cognitive Science Society 43 (43), 2021
2021
A Causal Semantics for the Edge Clique Cover Problem
A Markham, M Grosse-Wentrup
2019
On the marginal independence structure of DAG models
D Deligeorgaki, A Markham, P Misra, L Solus
2024 Joint Mathematics Meetings (JMM 2024), 0
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