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Evgeny Frolov

Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs

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Sep 27, 2024
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RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders

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Aug 06, 2024
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End-to-End Graph-Sequential Representation Learning for Accurate Recommendations

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Mar 15, 2024
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Mitigating Human and Computer Opinion Fraud via Contrastive Learning

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Jan 08, 2023
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Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations

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Dec 12, 2022
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Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks

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May 12, 2022
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Tensor-based Collaborative Filtering With Smooth Ratings Scale

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May 10, 2022
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Dynamic Modeling of User Preferences for Stable Recommendations

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Apr 11, 2021
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Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks

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Aug 15, 2020
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Revealing the Unobserved by Linking Collaborative Behavior and Side Knowledge

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Jul 27, 2018
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