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07/24/2023
HeteFedRec: Federated Recommender Systems with Model Heterogeneity
Owing to the nature of privacy protection, federated recommender systems...
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06/18/2023
Personalized Elastic Embedding Learning for On-Device Recommendation
To address privacy concerns and reduce network latency, there has been a...
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02/10/2023
Semi-decentralized Federated Ego Graph Learning for Recommendation
Collaborative filtering (CF) based recommender systems are typically tra...
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04/07/2022
Single-shot Embedding Dimension Search in Recommender System
As a crucial component of most modern deep recommender systems, feature ...
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03/25/2022
AutoML for Deep Recommender Systems: A Survey
Recommender systems play a significant role in information filtering and...
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06/05/2021