Henning Lange

13 papers A* 1Misc 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Accelerating scientific discovery with the common task framework.
CoRR
J. Nathan Kutz, Peter W. Battaglia, Michael P. Brenner, Kevin Carlberg, Aric A. Hagberg, Shirley Ho, Stephan Hoyer, Henning Lange, Hod Lipson, Michael W. Mahoney, Frank Noé, Max Welling, Laure Zanna, Francis Zhu, Steven L. Brunton
2021 J jnl
Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties.
CoRR
Alex Mallen, Henning Lange, J. Nathan Kutz
2021 J jnl
FC2T2: The Fast Continuous Convolutional Taylor Transform with Applications in Vision and Graphics.
CoRR
Henning Lange, J. Nathan Kutz
2021 J jnl
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction.
J. Mach. Learn. Res.
Henning Lange, Steven L. Brunton, J. Nathan Kutz
2020 Misc conf
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation.
ICASSP
Bingqing Chen, Jingxiao Liu, Henning Lange, Mario Bergés
2020 J jnl
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction.
CoRR
Henning Lange, Steven L. Brunton, J. Nathan Kutz
2020 J jnl
Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings.
CoRR
Henning Lange, Bingqing Chen, Mario Berges, Soummya Kar
2019 Misc conf
Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load Monitoring.
ICASSP
Henning Lange, Mario Bergés, J. Zico Kolter
2018 — conf
Data-Driven Operation of Building Systems: Present Challenges and Future Prospects.
EG-ICE
Mario Bergés, Henning Lange, Jingkun Gao
2018 A* conf
Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation.
AAAI
Henning Lange, Mario Berges
2017 — conf
Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi.
BuildSys
Matias Quintana, Henning Lange, Mario Bergés
2016 — conf
BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms.
BuildSys
Henning Lange, Mario Berges
2016 — conf
Efficient Inference in Dual-Emission FHMM for Energy Disaggregation.
AAAI Workshop: AI for Smart Grids and Smart Buildings
Henning Lange, Mario Berges