3 papers
cs.LG2025
RePanda: Pandas-powered Tabular Verification and Reasoning
Atoosa Malemir Chegini, Keivan Rezaei, Hamid Eghbalzadeh +1
Fact-checking tabular data is essential for ensuring the accuracy of structured information. However, existing methods often rely on black-box models with opaque reasoning. We intr…
cs.LG2025
On Space Folds of ReLU Neural Networks
Michal Lewandowski, Hamid Eghbalzadeh, Bernhard Heinzl +2
Recent findings suggest that the consecutive layers of ReLU neural networks can be understood geometrically as space folding transformations of the input space, revealing patterns…
cs.NE2025
CantorNet: A Sandbox for Testing Geometrical and Topological Complexity Measures
Michal Lewandowski, Hamid Eghbalzadeh, Bernhard A. Moser
Many natural phenomena are characterized by self-similarity, for example the symmetry of human faces, or a repetitive motif of a song. Studying of such symmetries will allow us to…