2 papers
cs.LG2021
Creating Powerful and Interpretable Models with Regression Networks
Lachlan O'Neill, Simon Angus, Satya Borgohain +2
As the discipline has evolved, research in machine learning has been focused more and more on creating more powerful neural networks, without regard for the interpretability of the…
stat.AP2020
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA)
Klaus Ackermann, Simon D. Angus, Paul A. Raschky
Alternative data is increasingly adapted to predict human and economic behaviour. This paper introduces a new type of alternative data by re-conceptualising the internet as a data-…