Symbolic regression is the task of identifying a mathematical expression...
We describe a neural-based method for generating exact or approximate
so...
When neural networks are used to solve differential equations, they usua...
We present a novel Auxiliary Truth enhanced Genetic Algorithm (GA) that ...
We introduce Logic Guided Machine Learning (LGML), a novel approach that...
In this paper, we introduce interpretable Siamese Neural Networks (SNN) ...
We report the results of our classification-based machine translation mo...