Search Results for author: Sonia Cromp

Found 3 papers, 1 papers with code

Mitigating Source Bias for Fairer Weak Supervision

1 code implementation NeurIPS 2023 Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala

Weak supervision enables efficient development of training sets by reducing the need for ground truth labels.

counterfactual Fairness

Relational Boosted Regression Trees

no code implementations25 Jul 2021 Sonia Cromp, Alireza Samadian, Kirk Pruhs

Many tasks use data housed in relational databases to train boosted regression tree models.

regression

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