Alexander Y. Shestopaloff

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Graph Clustering

Statistical Analysis

Kalman Filtering

Top Venues

J. Complex Networks

COMPLEX NETWORKS (1)

Publications

Gerardo Duran-Martin, Matías Altamirano, Alexander Y. Shestopaloff, Leandro Sánchez-Betancourt, Jeremias Knoblauch, Matt Jones, François-Xavier Briol, Kevin Murphy
Outlier-robust Kalman Filtering through Generalised Bayes. CoRR (2024)
Parley R. Yang, Alexander Y. Shestopaloff
Stock Volume Forecasting with Advanced Information by Conditional Variational Auto-Encoder. CoRR (2024)
Yichi Zhang, Mihai Cucuringu, Alexander Y. Shestopaloff, Stefan Zohren
Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor Models. CoRR (2023)
Peter G. Chang, Gerardo Duràn-Martín, Alexander Y. Shestopaloff, Matt Jones, Kevin Patrick Murphy
Low-rank extended Kalman filtering for online learning of neural networks from streaming data. CoLLAs (2023)
Yichi Zhang, Mihai Cucuringu, Alexander Y. Shestopaloff, Stefan Zohren
Dynamic Time Warping for Lead-Lag Relationship Detection in Lagged Multi-Factor Models. ICAIF (2023)
Pierre Miasnikof, Alexander Y. Shestopaloff, Andrei M. Raigorodskii
Statistical power, accuracy, reproducibility and robustness of a graph clusterability test. Int. J. Data Sci. Anal. 15 (4) (2023)
Peter Chang, Gerardo Duràn-Martín, Alexander Y. Shestopaloff, Matt Jones, Kevin Murphy
Low-rank extended Kalman filtering for online learning of neural networks from streaming data. CoRR (2023)
Pierre Miasnikof, Alexander Y. Shestopaloff, Cristián Bravo, Yuri A. Lawryshyn
Empirical Study of Graph Spectra and Their Limitations. COMPLEX NETWORKS (1) (2023)
Pierre Miasnikof, Alexander Y. Shestopaloff, Cristián Bravo, Yuri A. Lawryshyn
Statistical Network Similarity. COMPLEX NETWORKS (2) (2022)
Pierre Miasnikof, Alexander Y. Shestopaloff, Cristián Bravo, Yuri Lawryshyn
Statistical network isomorphism. CoRR (2022)
Pierre Miasnikof, Alexander Y. Shestopaloff, Leonidas S. Pitsoulis, Alexander Ponomarenko
An empirical comparison of connectivity-based distances on a graph and their computational scalability. J. Complex Networks 10 (1) (2021)
Pierre Miasnikof, Alexander Y. Shestopaloff, Leonidas S. Pitsoulis, Alexander Ponomarenko, Yuri Lawryshyn
Distances on a Graph. COMPLEX NETWORKS (1) (2020)
Pierre Miasnikof, Alexander Y. Shestopaloff, Leonidas S. Pitsoulis, Yuri Lawryshyn
Graph Distances and Clustering. CoRR (2020)
Pierre Miasnikof, Alexander Y. Shestopaloff, Anthony J. Bonner, Yuri Lawryshyn, Panos M. Pardalos, Ernesto Estrada
A density-based statistical analysis of graph clustering algorithm performance. J. Complex Networks 8 (3) (2020)
Pierre Miasnikof, Alexander Y. Shestopaloff, Anthony J. Bonner, Yuri Lawryshyn, Panos M. Pardalos
A Statistical Density-Based Analysis of Graph Clustering Algorithm Performance. CoRR (2019)
Pierre Miasnikof, Liudmila Prokhorenkova, Alexander Y. Shestopaloff, Andrei M. Raigorodskii
A Statistical Test of Heterogeneous Subgraph Densities to Assess Clusterability. LION (2019)
Pierre Miasnikof, Alexander Y. Shestopaloff, Anthony J. Bonner, Yuri Lawryshyn
A Statistical Performance Analysis of Graph Clustering Algorithms. WAW (2018)