Alexander Y. Shestopaloff

According to our database, Alexander Y. Shestopaloff authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Statistical power, accuracy, reproducibility and robustness of a graph clusterability test.

Pierre Miasnikof, Alexander Y. Shestopaloff, Andrei M. Raigorodskii

Int. J. Data Sci. Anal., May, 2023

Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor Models.

Yichi Zhang, Mihai Cucuringu, Alexander Y. Shestopaloff, Stefan Zohren

CoRR, 2023

Dynamic Time Warping for Lead-Lag Relationship Detection in Lagged Multi-Factor Models.

Yichi Zhang, Mihai Cucuringu, Alexander Y. Shestopaloff, Stefan Zohren

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

Empirical Study of Graph Spectra and Their Limitations.

Pierre Miasnikof, Alexander Y. Shestopaloff, Cristián Bravo, Yuri A. Lawryshyn

Proceedings of the Complex Networks & Their Applications XII, 2023

Low-rank extended Kalman filtering for online learning of neural networks from streaming data.

Peter G. Chang, Gerardo Duràn-Martín, Alexander Y. Shestopaloff, Matt Jones, Kevin Patrick Murphy

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

Statistical network isomorphism.

Pierre Miasnikof, Alexander Y. Shestopaloff, Cristián Bravo, Yuri A. Lawryshyn

CoRR, 2022

Statistical Network Similarity.

Pierre Miasnikof, Alexander Y. Shestopaloff, Cristián Bravo, Yuri A. Lawryshyn

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

An empirical comparison of connectivity-based distances on a graph and their computational scalability.

Pierre Miasnikof, Alexander Y. Shestopaloff, Leonidas S. Pitsoulis, Alexander Ponomarenko

J. Complex Networks, 2021

2020

Graph Distances and Clustering.

Pierre Miasnikof, Alexander Y. Shestopaloff, Leonidas S. Pitsoulis, Yuri A. Lawryshyn

CoRR, 2020

A density-based statistical analysis of graph clustering algorithm performance.

Pierre Miasnikof, Alexander Y. Shestopaloff, Anthony J. Bonner, Yuri A. Lawryshyn, Panos M. Pardalos, Ernesto Estrada

J. Complex Networks, 2020

Distances on a Graph.

Pierre Miasnikof, Alexander Y. Shestopaloff, Leonidas S. Pitsoulis, Alexander Ponomarenko, Yuri A. Lawryshyn

Proceedings of the Complex Networks & Their Applications IX, 2020

2019

A Statistical Density-Based Analysis of Graph Clustering Algorithm Performance.

Pierre Miasnikof, Alexander Y. Shestopaloff, Anthony J. Bonner, Yuri A. Lawryshyn, Panos M. Pardalos

CoRR, 2019

A Statistical Test of Heterogeneous Subgraph Densities to Assess Clusterability.

Pierre Miasnikof, Liudmila Prokhorenkova, Alexander Y. Shestopaloff, Andrei M. Raigorodskii

Proceedings of the Learning and Intelligent Optimization - 13th International Conference, 2019

2018

A Statistical Performance Analysis of Graph Clustering Algorithms.

Pierre Miasnikof, Alexander Y. Shestopaloff, Anthony J. Bonner, Yuri A. Lawryshyn

Proceedings of the Algorithms and Models for the Web Graph - 15th International Workshop, 2018