Search Results for author: Junchen Yang

Found 2 papers, 2 papers with code

Multi-modal Differentiable Unsupervised Feature Selection

1 code implementation16 Mar 2023 Junchen Yang, Ofir Lindenbaum, Yuval Kluger, Ariel Jaffe

Multi-modal high throughput biological data presents a great scientific opportunity and a significant computational challenge.

feature selection

Locally Sparse Neural Networks for Tabular Biomedical Data

1 code implementation11 Jun 2021 Junchen Yang, Ofir Lindenbaum, Yuval Kluger

By forcing the model to select a subset of the most informative features for each sample, we reduce model overfitting in low-sample-size data and obtain an interpretable model.

Survival Analysis

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