1 code implementation • 30 Apr 2021 • Samantha Biegel, Rafah El-Khatib, Luiz Otavio Vilas Boas Oliveira, Max Baak, Nanne Aben
In Active WeaSuL, experts do not only define rules, but they also iteratively provide the true label for a small set of points where the weak supervision model is most likely to be mistaken, which are then used to better estimate the probabilistic labels.
no code implementations • 13 Jul 2018 • Yipeng Song, Johan A. Westerhuis, Nanne Aben, Lodewyk F. A. Wessels, Patrick J. F. Groenen, Age K. Smilde
To this end, we propose the generalized SCA (GSCA) model, which takes into account the distinct mathematical properties of binary and quantitative measurements in the maximum likelihood framework.
Methodology