Menu
 
Research menu
Jump to menu

Publications:  Dr Alexander Shestopaloff

Miasnikof P, Prokhorenkova L, Shestopaloff AY, Raigorodskii A (2020). A Statistical Test of Heterogeneous Subgraph Densities to Assess Clusterability. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 11968 LNCS, 17-29.
10.1007/978-3-030-38629-0_2
Shestopaloff AY, Doucet A (2019). Replica conditional sequential monte carlo. 36th International Conference on Machine Learning, ICML 2019. vol. 2019-June, 10098-10107.
Shestopaloff AY, Neal RM(2018). Sampling latent states for high-dimensional non-linear state space models with the embedded HMM method. Bayesian Analysis vol. 13, (3) 797-822.
10.1214/17-BA1077
Miasnikof P, Shestopaloff AY, Bonner AJ, Lawryshyn Y (2018). A statistical performance analysis of graph clustering algorithms. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 10836 LNCS, 170-184.
10.1007/978-3-319-92871-5_11
Miasnikof P, Giannakeas V, Gomes M, Aleksandrowicz L, Shestopaloff AY, Alam D, Tollman S, Samarikhalaj A et al.(2015). Naive Bayes classifiers for verbal autopsies: Comparison to physician-based classification for 21,000 child and adult deaths. BMC Medicine vol. 13, (1)
10.1186/s12916-015-0521-2
Return to top