research
∙
12/01/2022
Experimental Observations of the Topology of Convolutional Neural Network Activations
Topological data analysis (TDA) is a branch of computational mathematics...
share
research
∙
08/14/2022
The SVD of Convolutional Weights: A CNN Interpretability Framework
Deep neural networks used for image classification often use convolution...
research
∙
01/27/2022
High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis
Hypergraphs offer flexible and robust data representations for many appl...
research
∙
10/22/2020
Efficient Computation of High-Order Line Graphs of Hypergraphs
This paper considers structures of systems beyond dyadic (pairwise) inte...
research
∙
04/24/2020
Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers
Backdoor data poisoning attacks have recently been demonstrated in compu...
research
∙
03/26/2020