Improved Pseudolikelihood Regularization and Decimation methods on Non-linearly Interacting Systems with Continuous Variables

Alessia Marruzzo, Payal Tyagi, Fabrizio Antenucci +2

We propose and test improvements to state-of-the-art techniques of Bayeasian statistical inference based on pseudolikelihood maximization with ${\ell }_1$ regularization and with deci…