2 papers
cs.LG2020
ERIC: Extracting Relations Inferred from Convolutions
Joe Townsend, Theodoros Kasioumis, Hiroya Inakoshi
Our main contribution is to show that the behaviour of kernels across multiple layers of a convolutional neural network can be approximated using a logic program. The extracted log…
math.DG2017
Complete minimal submanifolds with nullity in the hyperbolic space
M. Dajczer, Th. Kasioumis, A. Savas-Halilaj +1
We investigate complete minimal submanifolds $f\colon M^3\to\Hy^n$ in hyperbolic space with index of relative nullity at least one at any point. The case when the ambient space is…