Henning Lange
Henning Lange
Verified email at andrew.cmu.edu
TitleCited byYear
Bolt: Energy disaggregation by online binary matrix factorization of current waveforms
H Lange, M Bergés
Proceedings of the 3rd ACM International Conference on Systems for Energy …, 2016
192016
The neural energy decoder: energy disaggregation by combining binary subcomponents
H Lange, M Bergés
Proceedings of the 3rd International Workshop on Non-Intrusive Load Monitoring, 2016
142016
Efficient inference in dual-emission fhmm for energy disaggregation
H Lange, M Bergés
Workshops at the Thirtieth AAAI Conference on Artificial Intelligence, 2016
122016
Variational bolt: Approximate learning in factorial hidden markov models with application to energy disaggregation
H Lange, M Bergés
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
42018
Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load Monitoring
H Lange, M Bergés, Z Kolter
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
22019
Electrical meter system for engery desegregation
H Lange, JZ Kolter, M Berges
US Patent App. 15/976,774, 2018
22018
Data-Driven Operation of Building Systems: Present Challenges and Future Prospects
M Bergés, H Lange, J Gao
Workshop of the European Group for Intelligent Computing in Engineering, 23-52, 2018
22018
Design and implementation of a low-cost Arduino-based high-frequency ac waveform meter board for the Raspberry Pi
M Quintana, H Lange, M Bergés
Proceedings of the 4th ACM International Conference on Systems for Energy …, 2017
22017
Factornet: Learning to factorize intractable and multi-modal posterior distributions for energy disaggregation
H Lange, M Bergés
Proceedings of the 4th International Workshop on Non-Intrusive Load Monitoring, 2018
12018
Disaggregation by state inference a probabilistic framework for non-intrusive load monitoring
H Lange
12016
Variational Methods for Energy Systems
H Lange
figshare, 2019
2019
Electronic meter identification instead of paper notes; Elektronische Zaehleridentifikation ersetzt Zettelwirtschaft
H Lange, WD Sonnleitner, VVA Ges, L mbH
2002
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Articles 1–12