research
∙
08/16/2023
Expressivity of Spiking Neural Networks
This article studies the expressive power of spiking neural networks whe...
share
research
∙
05/22/2023
A Fractional Graph Laplacian Approach to Oversmoothing
Graph neural networks (GNNs) have shown state-of-the-art performances in...
research
∙
03/16/2022
The Mathematics of Artificial Intelligence
We currently witness the spectacular success of artificial intelligence ...
research
∙
10/07/2021
Cartoon Explanations of Image Classifiers
We present CartoonX (Cartoon Explanation), a novel model-agnostic explan...
research
∙
06/23/2021
Real-time Outdoor Localization Using Radio Maps: A Deep Learning Approach
This paper deals with the problem of localization in a cellular network ...
research
∙
05/09/2021
The Modern Mathematics of Deep Learning
We describe the new field of mathematical analysis of deep learning. Thi...
research
∙
11/03/2020
