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Henning Lange
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2020 – today
- 2021
- [j1]Henning Lange, Steven L. Brunton, J. Nathan Kutz:
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction. J. Mach. Learn. Res. 22: 41:1-41:38 (2021) - [i4]Alex Mallen, Henning Lange, J. Nathan Kutz:
Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties. CoRR abs/2106.06033 (2021) - [i3]Henning Lange, J. Nathan Kutz:
FC2T2: The Fast Continuous Convolutional Taylor Transform with Applications in Vision and Graphics. CoRR abs/2111.00110 (2021) - 2020
- [c7]Bingqing Chen, Jingxiao Liu, Henning Lange, Mario Bergés:
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation. ICASSP 2020: 3262-3266 - [i2]Henning Lange, Steven L. Brunton, J. Nathan Kutz:
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction. CoRR abs/2004.00574 (2020) - [i1]Henning Lange, Bingqing Chen, Mario Berges, Soummya Kar
:
Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings. CoRR abs/2012.09622 (2020)
2010 – 2019
- 2019
- [c6]Henning Lange, Mario Bergés, J. Zico Kolter:
Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load Monitoring. ICASSP 2019: 8340-8344 - 2018
- [c5]Henning Lange, Mario Berges:
Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation. AAAI 2018: 792-799 - [c4]Mario Bergés, Henning Lange, Jingkun Gao:
Data-Driven Operation of Building Systems: Present Challenges and Future Prospects. EG-ICE 2018: 23-52 - 2017
- [c3]Matias Quintana
Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi. BuildSys 2017: 34:1-34:2 - 2016
- [c2]Henning Lange, Mario Berges:
Efficient Inference in Dual-Emission FHMM for Energy Disaggregation. AAAI Workshop: AI for Smart Grids and Smart Buildings 2016 - [c1]Henning Lange, Mario Berges:
BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms. BuildSys 2016: 11-20
Coauthor Index
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