no code implementations • 24 Sep 2022 • Saurav Kadavath, Samuel Paradis, Jacob Yeung
Results from cross-cell prediction experiments, where the model is trained and tested on datasets of varying sizes, cell-types, and correlations, suggest the relationship between histone modification signals and gene expression is independent of cell type.
no code implementations • 23 May 2019 • Jesse A. Livezey, Ahyeon Hwang, Jacob Yeung, Kristofer E. Bouchard
Thus, HFD enables the identification of shortcomings in existing methods, a critical first step toward developing new machine learning algorithms to extract hierarchical and compositional structure in the context of naturalistic variability.