7 citations · 20 across the 9 of their papers we have counts for
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stat.ML2023
Vector Summaries of Persistence Diagrams for Permutation-based Hypothesis Testing
Umar Islambekov, Hasani Pathirana
Over the past decade, the techniques of topological data analysis (TDA) have grown into prominence to describe the shape of data. In recent years, there has been increasing interes…
cs.LG2023★ 1 cited
A fast topological approach for predicting anomalies in time-varying graphs
Umar Islambekov, Hasani Pathirana, Omid Khormali +2
Large time-varying graphs are increasingly common in financial, social and biological settings. Feature extraction that efficiently encodes the complex structure of sparse, multi-l…