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Evgeny Frolov — most-cited papers & profile · Recommender Systems
← authors
·
overview
Evgeny Frolov
8
papers ·
57
citations ·
6
h-index
National Research University Higher School of Economics · Skolkovo Institute of Science and Technology · Moscow Power Engineering Institute · Presidential Executive Office · American Xtal Technology (United States)
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Most-cited papers
Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs
2024 · 19 citations
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders
2025 · 14 citations
RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders
2024 · 11 citations
Dynamic Modeling of User Preferences for Stable Recommendations
2021 · 10 citations
Recommendation Is a Dish Better Served Warm
2025 · 3 citations
Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks
2020
Top co-authors
Danil Gusak
· 4
Ivan Oseledets
· 4
Gleb Mezentsev
· 2
Alexander Tuzhilin
· 1
Alexey Vasilev
· 1
Anna Volodkevich
· 1
Anton Klenitskiy
· 1
Leyla Mirvakhabova
· 1
Nikita Sukhorukov
· 1
Oluwafemi Olaleke
· 1
Valentin Khrulkov
· 1
Topics
Sequential & Session
Collaborative Filtering
Ranking & CTR
Cold Start & Cross-Domain
Two-Tower & Retrieval