Test Suites as a Source of Training Data for Static Analysis Alert Classifiers

no code implementations • 7 May 2021 • Lori Flynn, William Snavely, Zachary Kurtz

This preliminary result suggests that pre-training classifiers on test suite data could help to jumpstart static analysis alert classification in data-limited contexts.

Generalized Stability Approach for Regularized Graphical Models

4 code implementations • 23 May 2016 • Christian L. Müller, Richard Bonneau, Zachary Kurtz

Selecting regularization parameters in penalized high-dimensional graphical models in a principled, data-driven, and computationally efficient manner continues to be one of the key challenges in high-dimensional statistics.

Methodology Molecular Networks Applications Computation