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Works (6)

RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679986
Contributors: Danil Gusak; Gleb Mezentsev; Ivan Oseledets; Evgeny Frolov
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Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization

2024-10-08 | Conference paper
DOI: 10.1145/3640457.3688143
Contributors: Abdulaziz Samra; Evgeny Frolov; Alexey Vasilev; Alexander Grigorevskiy; Anton Vakhrushev
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Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs

2024-10-08 | Conference paper
DOI: 10.1145/3640457.3688140
Contributors: Gleb Mezentsev; Danil Gusak; Ivan Oseledets; Evgeny Frolov
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Self-Attentive Sequential Recommendations with Hyperbolic Representations

2024-10-08 | Conference paper
DOI: 10.1145/3640457.3688180
Contributors: Evgeny Frolov; Tatyana Matveeva; Leyla Mirvakhabova; Ivan Oseledets
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End-to-End Graph-Sequential Representation Learning for Accurate Recommendations

2024-05-13 | Conference paper
DOI: 10.1145/3589335.3651499
Contributors: Vladimir Baikalov; Evgeny Frolov
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Tensor-Based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3234863
Contributors: Evgeny Frolov; Ivan Oseledets
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