Search Results for author: Sonia Cromp

Found 4 papers, 1 papers with code

Pretrained Hybrids with MAD Skills

no code implementations2 Jun 2024 Nicholas Roberts, Samuel Guo, Zhiqi Gao, Satya Sai Srinath Namburi GNVV, Sonia Cromp, Chengjun Wu, Chengyu Duan, Frederic Sala

Manticore $\textit{automates the design of hybrid architectures}$ while reusing pretrained models to create $\textit{pretrained}$ hybrids.

Neural Architecture Search

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

Cannot find the paper you are looking for? You can Submit a new open access paper.