Search Results for author: Karen Sachs

Found 3 papers, 2 papers with code

Experimental design for causal query estimation in partially observed biomolecular networks

no code implementations24 Oct 2022 Sara Mohammad-Taheri, Vartika Tewari, Rohan Kapre, Ehsan Rahiminasab, Karen Sachs, Charles Tapley Hoyt, Jeremy Zucker, Olga Vitek

Therefore, designing an experiment based on a well-chosen subset of network components can increase estimation accuracy, and reduce experimental and computational costs.

Experimental Design

Graph-Sparse Logistic Regression

1 code implementation15 Dec 2017 Alexander LeNail, Ludwig Schmidt, Johnathan Li, Tobias Ehrenberger, Karen Sachs, Stefanie Jegelka, Ernest Fraenkel

We introduce Graph-Sparse Logistic Regression, a new algorithm for classification for the case in which the support should be sparse but connected on a graph.

General Classification regression

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