EgoLP: Fast and Distributed Community Detection in Billion-Node Social Networks. - Nazar Buzun; Anton Korshunov; Valeriy Avanesov; Ilya Filonenko; Ilya Kozlov; Denis Turdakov; Hangkyu Kim (ICDM Workshops, 2014)

Faster PLSA. - Valeriy Avanesov; Ilya Kozlov (SYRCoDIS, 2014)

How to gamble with non-stationary X-armed bandits and have no regrets. - Valeriy Avanesov (CoRR, 2019)

Frequentist Consistency of Gaussian Process Regression. - Valeriy Avanesov (CoRR, 2019)

Data-driven confidence bands for distributed nonparametric regression. - Valeriy Avanesov (COLT, 2020)

Uncertainty quantification for distributed regression. - Valeriy Avanesov (CoRR, 2021)