Dr Alexander Shestopaloff

Empirical study of graph spectra and their limitations
Miasnikof P, Shestopaloff A, Bravo C and Lawryshyn Y
Thirteenth International Conference on Complex Networks and their Applications. 
20-02-2024

Outlier-robust Kalman Filtering through Generalised Bayes
Duran-Martin G, Altamirano M, Shestopaloff AY, Sánchez-Betancourt L, Knoblauch J, Jones M, Briol FX and Murphy K
Proceedings of Machine Learning Research. vol. 235, 12138-12171.  
01-01-2024

Dynamic Time Warping for Lead-Lag Relationship Detection in Lagged Multi-Factor Models
Zhang Y, Cucuringu M, Shestopaloff A and Zohren S
4th ACM International Conference on AI in Finance., 454-462.  
25-11-2023

Statistical power, accuracy, reproducibility and robustness of a graph clusterability test
Shestopaloff A, Miasnikof P and Raigorodskii A
International Journal of Data Science and Analytics, Springer 
16-04-2023

Statistical Network Similarity
Miasnikof P, Shestopaloff AY, Bravo C and Lawryshyn Y
Eleventh International Conference on Complex Networks and their Applications. vol. 1078, 325-336.  
01-01-2023

LOW-RANK EXTENDED KALMAN FILTERING FOR ONLINE LEARNING OF NEURAL NETWORKS FROM STREAMING DATA
Chang PG, Durán-Martín G, Shestopaloff A, Jones M and Murphy K
Proceedings of Machine Learning Research. vol. 232, 1025-1071.  
01-01-2023

An empirical comparison of connectivity-based distances on a graph and their computational scalability
Miasnikof P, Shestopaloff AY, Pitsoulis L and Ponomarenko A
Journal of Complex Networks vol. 10 (1) 
16-02-2022

Fragmentation, Price Formation and Cross-Impact in Bitcoin Markets
Albers J, Cucuringu M, Howison S and Shestopaloff AY
Applied Mathematical Finance, Taylor & Francis vol. 28 (5), 395-448.  
03-09-2021

Distances on a Graph
Miasnikof P, Shestopaloff A, Pitsoulis L, Ponomarenko A and Lawryshyn Y
Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020. 
20-12-2020

A density-based statistical analysis of graph clustering algorithm performance
Miasnikof P, Shestopaloff AY, Bonner AJ, Lawryshyn Y and Pardalos PM
Journal of Complex Networks, Oxford University Press (Oup) vol. 8 (3) 
01-06-2020

A Statistical Test of Heterogeneous Subgraph Densities to Assess Clusterability
Miasnikof P, Prokhorenkova L, Shestopaloff AY and Raigorodskii A
International Conference on Learning and Intelligent Optimization. vol. 11968 LNCS, 17-29.  
22-01-2020

Replica conditional sequential monte carlo
Shestopaloff AY and Doucet A
Proceedings of the 36th International Conference on Machine Learning. vol. 2019-June, 10098-10107.  
13-05-2019

Sampling latent states for high-dimensional non-linear state space models with the embedded HMM method
Shestopaloff AY and Neal RM
Bayesian Analysis vol. 13 (3), 797-822.  
01-09-2018

A statistical performance analysis of graph clustering algorithms
Miasnikof P, Shestopaloff AY, Bonner AJ and Lawryshyn Y
International Workshop on Algorithms and Models for the Web-Graph. vol. 10836 LNCS, 170-184.  
30-05-2018

Naive Bayes classifiers for verbal autopsies: Comparison to physician-based classification for 21,000 child and adult deaths
Miasnikof P, Giannakeas V, Gomes M, Aleksandrowicz L, Shestopaloff AY, Alam D, Tollman S, Samarikhalaj A and Jha P
Bmc Medicine vol. 13 (1) 
25-11-2015