Henning Lange

According to our database, Henning Lange authored at least 11 papers between 2016 and 2021.

Collaborative distances:

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

2021

From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction.

Henning Lange, Steven L. Brunton, J. Nathan Kutz

J. Mach. Learn. Res., 2021

FC2T2: The Fast Continuous Convolutional Taylor Transform with Applications in Vision and Graphics.

Henning Lange, J. Nathan Kutz

CoRR, 2021

Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties.

Alex Mallen, Henning Lange, J. Nathan Kutz

CoRR, 2021

2020

Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings.

Henning Lange, Bingqing Chen, Mario Berges, Soummya Kar

CoRR, 2020

Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation.

Bingqing Chen, Jingxiao Liu, Henning Lange, Mario Bergés

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load Monitoring.

Henning Lange, Mario Bergés, J. Zico Kolter

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Data-Driven Operation of Building Systems: Present Challenges and Future Prospects.

Mario Bergés, Henning Lange, Jingkun Gao

Proceedings of the Advanced Computing Strategies for Engineering, 2018

Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation.

Henning Lange, Mario Berges

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi.

Matias Quintana, Henning Lange, Mario Bergés

Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

2016

BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms.

Henning Lange, Mario Berges

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Efficient Inference in Dual-Emission FHMM for Energy Disaggregation.

Henning Lange, Mario Berges

Proceedings of the AI for Smart Grids and Smart Buildings, 2016