no code implementations • 13 Apr 2021 • Pablo Moscato, Hugh Craig, Gabriel Egan, Mohammad Nazmul Haque, Kevin Huang, Julia Sloan, Jon Corrales de Oliveira
In this study, we took a set of Shakespeare-era plays (181 plays from the period 1585--1610), added the best-guess dates for them from a standard reference work as metadata, and calculated a set of probabilities of individual words in these samples.
no code implementations • 27 Nov 2020 • Pablo Moscato, Mohammad Nazmul Haque, Kevin Huang, Julia Sloan, Jon C. de Oliveira
We refer to $S$ as the training set and aim to identify a low-complexity mathematical model that can effectively approximate this target function for new instances $\mathbf{x}$.
no code implementations • 18 Dec 2019 • Pablo Moscato, Haoyuan Sun, Mohammad Nazmul Haque
We present an approach for regression problems that employs analytic continued fractions as a novel representation.