Items where Author is "Machlanski, Damian"
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Number of items: 3.
Article
Machlanski, Damian and Samothrakis, Spyridon and Clarke, Paul (2024) Undersmoothing Causal Estimators With Generative Trees. IEEE Access, 12. pp. 38562-38574. DOI https://doi.org/10.1109/access.2024.3376423
Conference or Workshop Item
Machlanski, Damian and Samothrakis, Spyridon and Clarke, Paul (2024) Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice. In: Third Conference on Causal Learning and Reasoning, 2024-04-01 - 2024-04-03, Carnesale Commons, UC Los Angeles, California, USA.
Thesis
Machlanski, Damian (2024) Understanding hyperparameters in machine learning for causal estimation from observational data. Doctoral thesis, University of Essex.