MIT Open Access Articles: Recent submissions

Now showing items 109-111 of 53865

    • A systems approach to evaluating the air quality co-benefits of US carbon policies 

      Thompson, Tammy M; Rausch, Sebastian; Saari, Rebecca K; Selin, Noelle E (Springer Science and Business Media LLC, 2014-08-24)
      Because human activities emit greenhouse gases (GHGs) and conventional air pollutants from common sources, policy designed to reduce GHGs can have co-benefits for air quality that may offset some or all of the near-term ...

    • Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization 

      Samra, Abdulaziz; Frolov, Evgeny; Vasilev, Alexey; Grigorevskiy, Alexander; Vakhrushev, Anton (ACM|18th ACM Conference on Recommender Systems, 2024-10-08)
      Data sparsity has been one of the long-standing problems for recommender systems. One of the solutions to mitigate this issue is to exploit knowledge available in other source domains. However, many cross-domain recommender ...

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

      Mezentsev, Gleb; Gusak, Danil; Oseledets, Ivan; Frolov, Evgeny (ACM|18th ACM Conference on Recommender Systems, 2024-10-08)
      Scalability issue plays a crucial role in productionizing modern recommender systems. Even lightweight architectures may suffer from high computational overload due to intermediate calculations, limiting their practicality ...