A Blending of Simple Algorithms for Topical Classification. - Alexander D'yakonov (RSCTC, 2012)

WISE 2014 Challenge: Multi-label Classification of Print Media Articles to Topics. - Grigorios Tsoumakas; Apostolos Papadopoulos; Weining Qian; Stavros Vologiannidis; Alexander D'yakonov; Antti Puurula; Jesse Read; Jan Svec; Stanislav Semenov (WISE (2), 2014)

Выявление аномалий в работе механизмов методами машинного обучения (Anomaly Detection in Mechanisms Using Machine Learning). - Alexander D'yakonov; Anastasia Golovina (DAMDID/RCDL, 2017)

Modern Deep Reinforcement Learning Algorithms. - Sergey Ivanov; Alexander D'yakonov (CoRR, 2019)

New Properties of the Data Distillation Method When Working with Tabular Data. - Dmitry Medvedev; Alexander D'yakonov (AIST, 2020)

Learning to Generate Synthetic Training Data Using Gradient Matching and Implicit Differentiation. - Dmitry Medvedev; Alexander D'yakonov (AIST (Supplement), 2021)

Calibration of Neural Networks. - Ruslan Vasilev; Alexander D'yakonov (CoRR, 2023)