Non-Convex Optimization with Spectral Radius Regularization

1 code implementation • 22 Feb 2021 • Adam Sandler, Diego Klabjan, Yuan Luo

We develop a regularization method which finds flat minima during the training of deep neural networks and other machine learning models.

Conditional Hierarchical Bayesian Tucker Decomposition for Genetic Data Analysis

1 code implementation • 27 Nov 2019 • Adam Sandler, Diego Klabjan, Yuan Luo

We apply these models to examine patients with one of four common types of cancer (breast, lung, prostate, and colorectal) and siblings with and without autism spectrum disorder.

Tensor Decomposition