Tag: paper
New Paper - A Federated Generalized Linear Model for Privacy-Preserving Analysis
I am happy to share that our latest paper is out! Here, we present a federated implementation of a generalized linear model (GLM) for analyzing horizontally-partitioned data. We show the maths behind it, as well as its validation (done in R). This is part of the work that we are doing with vantage6.
The abstract is as follows:
New Paper - Explainable Machine Learning in Predictions of Breast Cancer Survival
One of the projects that I have enjoyed the most as part of my job at IKNL has been the application of explainable machine learning to survival predictions. Well, today I woke up with the happy news that our latest study in this field has been accepted for publication in Scientific Reports!
The abstract is as follows: