no code implementations • 28 Nov 2020 • Mandana Samiei, Caroline Weis, Larissa Schiavo, Tatjana Chavdarova, Fariba Yousefi
This report is an account of the authors' experiences as organizers of WiML's "Un-Workshop" event at ICML 2020.
2 code implementations • NeurIPS 2019 • Fariba Yousefi, Michael Thomas Smith, Mauricio A. Álvarez
Our model represents each task as the linear combination of the realizations of latent processes that are integrated at a different scale per task.
no code implementations • 30 Jun 2016 • Fariba Yousefi, Zhenwen Dai, Carl Henrik Ek, Neil Lawrence
Unsupervised learning on imbalanced data is challenging because, when given imbalanced data, current model is often dominated by the major category and ignores the categories with small amount of data.