Matt Amos

According to our database, Matt Amos authored at least 5 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Advancing Non-intrusive Load Monitoring: Insights from the Winning Algorithms in the ADRENALIN 2024 Load Disaggregation Competition.

Balázs András Tolnai, Rafael Sudbrack Zimmermann, Yangxinyu Xie, Ngoc Tran, Cihat Emre Çeliker, Zheng Grace Ma, Igor Sartori, Matt Amos, Gustaf Bengtsson, Synne Krekling Lien, Clayton Miller, Akram Hameed, Bo Nørregaard Jørgensen

Proceedings of the Energy Informatics - First Nordic Energy Informatics Academy Conference, 2025

ADRENALIN: Energy Data Preparation and Validation for HVAC Load Disaggregation in Commercial Buildings.

Balázs András Tolnai, Zheng Grace Ma, Igor Sartori, Surya Venkatesh Pandiyan, Matt Amos, Gustaf Bengtsson, Synne Krekling Lien, Harald Taxt Walnum, Akram Hameed, Jayaprakash Rajasekharan, Rafeal Gomez Garcia, Bo Nørregaard Jørgensen

Proceedings of the Energy Informatics - First Nordic Energy Informatics Academy Conference, 2025

Lessons Learned from the ADRENALIN Load Disaggregation Challenge.

Balázs András Tolnai, Zheng Ma, Igor Sartori, Clayton Miller, Stephen White, Matt Amos, Gustaf Bengtsson, Akram Hameed, Bo Nørregaard Jørgensen

Proceedings of the Energy Informatics - First Nordic Energy Informatics Academy Conference, 2025

2023

Mitigating Privacy Leakage in Anomalous Building Data Streams.

Mahathir Almashor, Akbar Fadiansyah, Chehara Pathmabandu, Matt Amos, M. A. P. Chamikara

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

2020

Ensembling geophysical models with Bayesian Neural Networks.

Ushnish Sengupta, Matt Amos, J. Scott Hosking, Carl Edward Rasmussen, Matthew P. Juniper, Paul J. Young

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020