Tensor-based Collaborative Filtering With Smooth Ratings Scale. - Nikita Marin; Elizaveta Makhneva; Maria Lysyuk; Vladimir Chernyy; Ivan V. Oseledets; Evgeny Frolov (CoRR, 2022)

Portfolio selection via topological data analysis. - Petr Sokerin; Kristian Kuznetsov; Elizaveta Makhneva; Alexey Zaytsev 002 (ICMV, 2023)

Make your next item recommendation model time sensitive. - Elizaveta Makhneva; Anna Sverkunova; Oleg Lashinin; Marina Ananyeva; Sergey Kolesnikov (UMAP (Adjunct Publication), 2023)