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Ivan Oseledets — most-cited papers & profile · Recommender Systems
← authors
·
overview
Ivan Oseledets
26
papers ·
35
citations ·
41
h-index
Skolkovo Institute of Science and Technology · American Xtal Technology (United States) · Inception Institute of Artificial Intelligence · Artificial Intelligence in Medicine (Canada) · AIRI - Artificial Intelligence Research Institute
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Most-cited papers
Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tasks
2016 · 3 citations
Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks
2022 · 3 citations
Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering
2016 · 1 citations
Revealing the Unobserved by Linking Collaborative Behavior and Side Knowledge
2018
Tensor-based Collaborative Filtering With Smooth Ratings Scale
2022
Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations
2022
Mitigating Human and Computer Opinion Fraud via Contrastive Learning
2023
Dynamic Collaborative Filtering for Matrix- and Tensor-based Recommender Systems
2023
Top co-authors
Evgeny Frolov
· 7
Albert Saiapin
· 1
Alexander Fonarev
· 1
Alexander Mikhalev
· 1
Andrei Chertkov
· 1
Artyom Nikitin
· 1
Elizaveta Makhneva
· 1
Gleb Gusev
· 1
Maria Lysyuk
· 1
Nikita Marin
· 1
Pavel Serdyukov
· 1
Rafael Ballester-Ripoll
· 1
Topics
Collaborative Filtering
Cold Start & Cross-Domain
Sequential & Session
LLM-based
Graph-based
Fairness & Ethics