1 citations · 1 across the 2 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026★ 1 cited
Nested Ensemble Learning with Topological Data Analysis for Graph Classification and Regression
Innocent Abaa, Umar Islambekov
We propose a nested ensemble learning framework that utilizes Topological Data Analysis (TDA) to extract and integrate topological features from graph data, with the goal of improv…
stat.ML2026
Beyond the Lower-Star Filtration: Alternative Filtration Methods for Persistent Homology
Innocent Abaa, Umar Islambekov
In the lower-star filtration (LSF), simplices are assigned filtration values according to the maximum-vertex rule, with each simplex entering the filtration when its highest-valued…