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.
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.
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.
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)