3 papers
cs.LG2025
DIM-SUM: Dynamic IMputation for Smart Utility Management
Ryan Hildebrant, Rahul Bhope, Sharad Mehrotra +2
Time series imputation models have traditionally been developed using complete datasets with artificial masking patterns to simulate missing values. However, in real-world infrastr…
stat.ME2017
Extending Bayesian structural time-series estimates of causal impact to many-household conservation initiatives
Eric Schmitt, Christopher Tull, Patrick Atwater
Government agencies offer economic incentives to citizens for conservation actions, such as rebates for installing efficient appliances and compensation for modifications to homes.…
cs.CY2016
Transforming how water is managed in the West
Patrick Atwater, Christopher Tull, Eric Schmitt +3
California is challenged by its worst drought in 600 years and faces future water uncertainty. Pioneering new data infrastructure to integrate water use data across California's mo…