Umar Islambekov

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Vector Representation

Computationally Efficient

Top Venues

J. Mach. Learn. Res.

Publications

Funmilola Mary Taiwo, Umar Islambekov, Cuneyt Gurcan Akcora
Explaining the Power of Topological Data Analysis in Graph Machine Learning. CoRR (2024)
Umar Islambekov, Hasani Pathirana, Omid Khormali, Cuneyt Gurcan Akcora, Ekaterina Smirnova
A fast topological approach for predicting anomalies in time-varying graphs. CoRR (2023)
Kit C. Chan, Umar Islambekov, Alexey Luchinsky, Rebecca Sanders
A Computationally Efficient Framework for Vector Representation of Persistence Diagrams. J. Mach. Learn. Res. 23 (2022)
Kit C. Chan, Umar Islambekov, Alexey Luchinsky, Rebecca Sanders
A computationally efficient framework for vector representation of persistence diagrams. CoRR (2021)
Yitao Li, Umar Islambekov, Cuneyt Gurcan Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of the Ethereum Graph? SDM (2020)
Umar Islambekov, Monisha Yuvaraj, Yulia R. Gel
Harnessing the power of Topological Data Analysis to detect change points in time series. CoRR (2019)
Yitao Li, Umar Islambekov, Cuneyt Gurcan Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph. CoRR (2019)
Umar Islambekov, Yulia R. Gel
Unsupervised Space-Time Clustering using Persistent Homology. CoRR (2019)
Umar Islambekov, Asim Kumer Dey, Yulia R. Gel, H. Vincent Poor
Role of Local Geometry in Robustness of Power Grid Networks. GlobalSIP (2018)