40 citations · 115 across the 23 of their papers we have counts for
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math.ST2017
Multiple Equivalent Solutions for the Lasso
Yannis Pantazis, Vincenzo Lagani, Paulos Charonyktakis +1
Feature selection is an important problem studied in data analytics seeking to identify a minimal-size feature subset that is optimally predictive for an outcome of interest. It is…
q-bio.MN2017
A Unified Approach for Sparse Dynamical System Inference from Temporal Measurements
Yannis Pantazis, Ioannis Tsamardinos
Temporal variations in biological systems and more generally in natural sciences are typically modelled as a set of Ordinary, Partial, or Stochastic Differential or Difference Equa…