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 • 25 May 2018 • Luiz Otavio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Luis Fernando Miranda, Gisele Lobo Pappa
An initial analysis of 63 datasets showed that current benchmarks are concentrated in a small region of this benchmark space.