4 citations · 4 across the 2 of their papers we have counts for
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stat.ME2023
Sparse reconstruction of ordinary differential equations with inference
Sara Venkatraman, Sumanta Basu, Martin T. Wells
Sparse regression has emerged as a popular technique for learning dynamical systems from temporal data, beginning with the SINDy (Sparse Identification of Nonlinear Dynamics) frame…
stat.ME2021★ 4 cited
An empirical Bayes approach to estimating dynamic models of co-regulated gene expression
Sara Venkatraman, Sumanta Basu, Andrew G. Clark +3
Time-course gene expression datasets provide insight into the dynamics of complex biological processes, such as immune response and organ development. It is of interest to identify…