Evgeny Frolov

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Product Recommendation

Collaborative Filtering

Matrix Representation

Top Venues

WIREs Data Mining Knowl. Discov.

Publications

Vladimir Baikalov, Evgeny Frolov
End-to-End Graph-Sequential Representation Learning for Accurate Recommendations. WWW (Companion Volume) (2024)
Vladimir Baikalov, Evgeny Frolov
End-to-End Graph-Sequential Representation Learning for Accurate Recommendations. CoRR (2024)
Albert Saiapin, Ivan V. Oseledets, Evgeny Frolov
Dynamic Collaborative Filtering for Matrix- and Tensor-based Recommender Systems. CoRR (2023)
Yuliya Tukmacheva, Ivan V. Oseledets, Evgeny Frolov
Mitigating Human and Computer Opinion Fraud via Contrastive Learning. CoRR (2023)
Albert Sayapin, Gleb Balitskiy, Daniel Bershatsky, Aleksandr Katrutsa, Evgeny Frolov, Alexey A. Frolov, Ivan V. Oseledets, Vitaliy Kharin
Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction. CoRR (2023)
Evgeny Frolov, Ivan V. Oseledets
Tensor-Based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations. IEEE Access 11 (2023)
Evgeny Frolov, Ivan V. Oseledets
Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations. CoRR (2022)
Artyom Nikitin, Andrei Chertkov, Rafael Ballester-Ripoll, Ivan V. Oseledets, Evgeny Frolov
Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks. CoRR (2022)
Nikita Marin, Elizaveta Makhneva, Maria Lysyuk, Vladimir Chernyy, Ivan V. Oseledets, Evgeny Frolov
Tensor-based Collaborative Filtering With Smooth Ratings Scale. CoRR (2022)
Viktoria Chekalina, Anton Razzhigaev, Albert Sayapin, Evgeny Frolov, Alexander Panchenko
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering. ACL (student) (2022)
Oluwafemi Olaleke, Ivan V. Oseledets, Evgeny Frolov
Dynamic Modeling of User Preferences for Stable Recommendations. UMAP (2021)
Oluwafemi Olaleke, Ivan V. Oseledets, Evgeny Frolov
Dynamic Modeling of User Preferences for Stable Recommendations. CoRR (2021)
Leyla Mirvakhabova, Evgeny Frolov, Valentin Khrulkov, Ivan V. Oseledets, Alexander Tuzhilin
Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks. RecSys (2020)
Leyla Mirvakhabova, Evgeny Frolov, Valentin Khrulkov, Ivan V. Oseledets, Alexander Tuzhilin
Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks. CoRR (2020)
Evgeny Frolov, Ivan V. Oseledets
HybridSVD: when collaborative information is not enough. RecSys (2019)
Evgeny Frolov, Ivan V. Oseledets
Revealing the Unobserved by Linking Collaborative Behavior and Side Knowledge. CoRR (2018)
Evgeny Frolov, Ivan V. Oseledets
HybridSVD: When Collaborative Information is Not Enough. CoRR (2018)
Evgeny Frolov, Ivan V. Oseledets
Tensor methods and recommender systems. WIREs Data Mining Knowl. Discov. 7 (3) (2017)
Evgeny Frolov, Ivan V. Oseledets
Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tasks. RecSys (2016)
Evgeny Frolov, Ivan V. Oseledets
Tensor Methods and Recommender Systems. CoRR (2016)
Evgeny Frolov, Ivan V. Oseledets
Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tasks. CoRR (2016)