1 code implementation • 20 Dec 2020 • Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos
In many applications, the categories of items exhibit a hierarchical tree structure.
no code implementations • 1 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.
2 code implementations • 26 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.