Henning Lange
Henning Lange
Verified email at uw.edu
Title
Cited by
Cited by
Year
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
252016
The neural energy decoder: energy disaggregation by combining binary subcomponents
H Lange, M Bergés
Proceeding of the 3rd International Workshop on Non-Intrusive Load Monitoring, 2016
222016
Efficient inference in dual-emission FHMM for energy disaggregation
H Lange, M Bergés
Workshops at the Thirtieth AAAI Conference on Artificial Intelligence, 2016
132016
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction.
H Lange, SL Brunton, JN Kutz
J. Mach. Learn. Res. 22, 41:1-41:38, 2021
92021
Variational bolt: Approximate learning in factorial hidden markov models with application to energy disaggregation
H Lange, M Bergés
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
82018
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
52017
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
32019
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
32018
Electrical meter system for engery desegregation
H Lange, JZ Kolter, M Berges
US Patent App. 15/976,774, 2018
22018
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
22018
Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings
H Lange, B Chen, M Berges, S Kar
arXiv preprint arXiv:2012.09622, 2020
12020
Data-driven Modeling of Detonation Wave Interactions in Rotating Detonation Engines
A Mendible, J Koch, H Lange, S Brunton, N Kutz
Bulletin of the American Physical Society, 2020
12020
Disaggregation by state inference a probabilistic framework for non-intrusive load monitoring
H Lange
12016
Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties
A Mallen, H Lange, JN Kutz
arXiv preprint arXiv:2106.06033, 2021
2021
Data-driven modeling of rotating detonation waves
A Mendible, J Koch, H Lange, SL Brunton, JN Kutz
Physical Review Fluids 6 (5), 050507, 2021
2021
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation
B Chen, J Liu, H Lange, M Bergés
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
2020
Spectral Methods for Time Series Prediction with Application to Fluid Flows
H Lange, S Brunton, N Kutz
APS Division of Fluid Dynamics Meeting Abstracts, Q41. 008, 2019
2019
Variational Methods for Energy Systems
H Lange
Carnegie Mellon University, 2019
2019
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