Abstract: Sigmoid and Hyperbolic Tangent are widely used as activation functions in artificial neural networks. Exponential term and division are basic building blocks of these functions. This paper ...

This is the repo for GraphComBO, a Bayesian optimization tool for black-box and expensive functions defined over node subsets in graphs, where the goal is to find the optimal subset within a limited ...

Abstract: Efficient source coding is desired for any data storage and transmission. It could be enabled by adopting a transform inspired by natural phenomena. Based on the mechanical vibration models, ...

This repository constains the code and the expriments of the paper Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections. We propose in this paper two new sliced-Wasserstein ...

Natural selection uses duplicated genes as raw material for functional innovation, co-opting their existing features to new functions. Understanding genetic innovation requires two questions to be ...

The information and materials presented here are intended to provide a description of the course goals for current and prospective students as well as others who are interested in our courses. It is ...