Search Results for author: Faisal M. Almutairi

Found 3 papers, 2 papers with code

PHASED: Phase-Aware Submodularity-Based Energy Disaggregation

no code implementations1 Oct 2020 Faisal M. Almutairi, Aritra Konar, Ahmed S. Zamzam, Nicholas D. Sidiropoulos

Energy disaggregation is the task of discerning the energy consumption of individual appliances from aggregated measurements, which holds promise for understanding and reducing energy usage.

PREMA: Principled Tensor Data Recovery from Multiple Aggregated Views

2 code implementations26 Oct 2019 Faisal M. Almutairi, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos

The goal of this paper is to reconstruct finer-scale data from multiple coarse views, aggregated over different (subsets of) dimensions.

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