5 citations · 6 across the 4 of their papers we have counts for
4 papers
Modeling and interpretation of single-cell proteogenomic data
Andrew Leduc, Hannah Harens, Nikolai Slavov
Biological functions stem from coordinated interactions among proteins, nucleic acids and small molecules. Mass spectrometry technologies for reliable, high throughput single-cell…
Extensive regulation of metabolism and growth during the cell division cycle
Nikolai Slavov, David Botstein, Amy Caudy
Yeast cells grown in culture can spontaneously synchronize their respiration, metabolism, gene expression and cell division. Such metabolic oscillations in synchronized cultures re…
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks
Nikolai Slavov
Networks are a unifying framework for modeling complex systems and network inference problems are frequently encountered in many fields. Here, I develop and apply a generative appr…
Convex Total Least Squares
Dmitry Malioutov, Nikolai Slavov
We study the total least squares (TLS) problem that generalizes least squares regression by allowing measurement errors in both dependent and independent variables. TLS is widely u…