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Maxim Naumov
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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipMaxim NaumovAMaxim NaumovResearcherLoKA: Low-precision Kernel Applications for Recommendation Models At ScaleWLoKA: Low-precision Ker...preprint / 2026Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out SystemsWDeep Learning Training ...preprint / 2020Mixed Dimension Embeddings with Application to Memory-Efficient Recommendation SystemsWMixed Dimension Embeddi...preprint / 2021Time-based Sequence Model for Personalization and Recommendation SystemsWTime-based Sequence Mod...preprint / 2020Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation SystemsWCompositional Embedding...preprint / 2020Exact Calculation of Entanglement in a 19-site 2D Spin SystemWExact Calculation of En...preprint / 2010The Architectural Implications of Facebook's DNN-based Personalized RecommendationWThe Architectural Impli...preprint / 2020Learning to Collide: Recommendation System Model Compression with Learned Hash FunctionsWLearning to Collide: Re...preprint / 2022RecNMP: Accelerating Personalized Recommendation with Near-Memory ProcessingWRecNMP: Accelerating Pe...preprint / 2019
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Maxim Naumov

Researcher