Gosia Lazuka, Andreea Simona Anghel, et al.
SC 2024
Buildings generate nearly 40% of annual global GHG emissions. In recent years, many organizations set goals to develop Zero-energy buildings by the next decade. But most of the organization is facing a challenge in getting high-quality building level energy consumption data. To address this challenge, we developed an adaptive transfer learning-based methodology to impute the different rate of missing energy consumption data with over 90% accuracy.
Gosia Lazuka, Andreea Simona Anghel, et al.
SC 2024
Yidi Wu, Thomas Bohnstingl, et al.
ICML 2025
Natalia Martinez Gil, Dhaval Patel, et al.
UAI 2024
Shubhi Asthana, Pawan Chowdhary, et al.
KDD 2021