no code implementations • 14 Feb 2024 • Ali Haidar, Daniel Al Mouiee, Farhannah Aly, David Thwaites, Lois Holloway
This demonstrates the suitability of FL for handling the standardization task.
no code implementations • 12 Apr 2022 • Carsten Brink, Christian Rønn Hansen, Matthew Field, Gareth Price, David Thwaites, Nis Sarup, Uffe Bernchou, Lois Holloway
Due to the data's sensitive nature, there is an interest in creating modelling methods where the data are kept in each local centre to preserve their privacy, but yet the model can be trained on and learn from data across multiple centres.
no code implementations • 9 Jun 2020 • Xiaoshui Huang, Fujin Zhu, Lois Holloway, Ali Haidar
Compared with the direct combination of data imputation and causal discovery methods, our method performs generally better and can even obtain a performance gain as much as 43. 2%.