most citedLocally Sparse Neural Networks for Tabular Biomedical Data

11 citations · 11 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023

Multi-modal Differentiable Unsupervised Feature Selection

Junchen Yang, Ofir Lindenbaum, Yuval Kluger +1

Multi-modal high throughput biological data presents a great scientific opportunity and a significant computational challenge. In multi-modal measurements, every sample is observed…

cs.LG2021★ 11 cited

Locally Sparse Neural Networks for Tabular Biomedical Data

Junchen Yang, Ofir Lindenbaum, Yuval Kluger

Tabular datasets with low-sample-size or many variables are prevalent in biomedicine. Practitioners in this domain prefer linear or tree-based models over neural networks since the…