1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Fast, Accurate and Interpretable Graph Classification with Topological Kernels
Adam Wesołowski, Ronin Wu, Karim Essafi
We introduce a novel class of explicit feature maps based on topological indices that represent each graph by a compact feature vector, enabling fast and interpretable graph classi…
quant-ph2025★ 1 cited
Benchmark of the Full and Reduced Effective Resistance Kernel for Molecular Classification
Adam Wesołowski, Karim Essafi
We present a comprehensive study of the commute time kernel method via the effective resistance framework analyzing the quantum complexity of the originally classical approach. Our…