Danil Gusak

12 papers A 4Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
SplitLight: An Exploratory Toolkit for Recommender Systems Datasets and Splits.
CoRR
Anna Volodkevich, Dmitry Anikin, Danil Gusak, Anton Klenitskiy, Evgeny Frolov, Alexey Vasilev
2025 J jnl
Autoregressive generation strategies for Top-K sequential recommendations.
User Model. User Adapt. Interact.
Anna Volodkevich, Danil Gusak, Anton Klenitskiy, Anton Pembek, Alexey Vasilev
2025 J jnl
Maximum Impact with Fewer Features: Efficient Feature Selection for Cold-Start Recommenders through Collaborative Importance Weighting.
CoRR
Nikita Sukhorukov, Danil Gusak, Evgeny Frolov
2025 A conf
Recommendation Is a Dish Better Served Warm.
RecSys
Danil Gusak, Nikita Sukhorukov, Evgeny Frolov
2025 J jnl
Recommendation Is a Dish Better Served Warm.
CoRR
Danil Gusak, Nikita Sukhorukov, Evgeny Frolov
2025 A conf
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders.
RecSys
Danil Gusak, Anna Volodkevich, Anton Klenitskiy, Alexey Vasilev, Evgeny Frolov
2025 J jnl
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders.
CoRR
Danil Gusak, Anna Volodkevich, Anton Klenitskiy, Alexey Vasilev, Evgeny Frolov
2024 J jnl
Autoregressive Generation Strategies for Top-K Sequential Recommendations.
CoRR
Anna Volodkevich, Danil Gusak, Anton Klenitskiy, Alexey Vasilev
2024 A conf
RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders.
CIKM
Danil Gusak, Gleb Mezentsev, Ivan V. Oseledets, Evgeny Frolov
2024 J jnl
RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders.
CoRR
Danil Gusak, Gleb Mezentsev, Ivan V. Oseledets, Evgeny Frolov
2024 A conf
Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs.
RecSys
Gleb Mezentsev, Danil Gusak, Ivan V. Oseledets, Evgeny Frolov
2024 J jnl
Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs.
CoRR
Gleb Mezentsev, Danil Gusak, Ivan V. Oseledets, Evgeny Frolov