MIT Open Access Articles: Recent submissions
Now showing items 109-111 of 53865
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A systems approach to evaluating the air quality co-benefits of US carbon policies
(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
(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
(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 ...