Items where Author is "Machlanski, Damian"
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Machlanski, Damian (2024) Understanding hyperparameters in machine learning for causal estimation from observational data. Doctoral thesis, University of Essex.
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.
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