DG
Danil Gusak
cs.IRcs.LG
On Valency
published · living versionsW_5yem3vg9·v1 · currentpublished
Separating Thinking from Spelling for Efficient Generative Recommendation
with Anna Volodkevich, Ivan Oseledets, Evgeny Frolov
1 version
Preprints & journals
7 papers in the corpus · 2024–2026SplitLight: An Exploratory Toolkit for Recommender Systems Datasets and Splits2602.19339v1 · Anna Volodkevich, Dmitry Anikin, Danil Gusak et al.2026 · 5 citationsarXiv
Recommendation Is a Dish Better Served Warm2508.07856v1 · Danil Gusak, Nikita Sukhorukov, Evgeny Frolov2025 · 5 citationsarXiv
Maximum Impact with Fewer Features: Efficient Feature Selection for Cold-Start Recommenders through Collaborative Importance Weighting2508.06455v1 · Nikita Sukhorukov, Danil Gusak, Evgeny Frolov2025 · 1 citationarXiv
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders2507.16289v1 · Danil Gusak, Anna Volodkevich, Anton Klenitskiy et al.2025 · 21 citationsarXiv
Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs2409.18721v2 · Gleb Mezentsev, Danil Gusak, Ivan Oseledets et al.2024 · 17 citationsarXiv
Autoregressive Generation Strategies for Top-K Sequential Recommendations2409.17730v1 · Anna Volodkevich, Danil Gusak, Anton Klenitskiy et al.2024 · 7 citationsarXiv
RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders2408.02354v3 · Danil Gusak, Gleb Mezentsev, Ivan Oseledets et al.2024 · 9 citationsarXiv
Career total: 12 works. 7 are in this corpus.
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