Henning Lange

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 12

Top Topics

Efficient Inference

Top Venues

BuildSys@SenSys

AAAI Workshop: AI for Smart Grids and Smart Buildings

Publications

Alex Mallen, Henning Lange, J. Nathan Kutz
Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties. CoRR (2021)
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 (2021)
Henning Lange, J. Nathan Kutz
FC2T2: The Fast Continuous Convolutional Taylor Transform with Applications in Vision and Graphics. CoRR (2021)
Henning Lange, Bingqing Chen, Mario Berges, Soummya Kar
Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings. CoRR (2020)
Bingqing Chen, Jingxiao Liu, Henning Lange, Mario Bergés
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation. ICASSP (2020)
Henning Lange, Steven L. Brunton, J. Nathan Kutz
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction. CoRR (2020)
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)
Henning Lange, Mario Berges
Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation. AAAI (2018)
Mario Bergés, Henning Lange, Jingkun Gao
Data-Driven Operation of Building Systems: Present Challenges and Future Prospects. EG-ICE (2018)
Matias Quintana, Henning Lange, Mario Bergés
Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi. BuildSys@SenSys (2017)
Henning Lange, Mario Berges
Efficient Inference in Dual-Emission FHMM for Energy Disaggregation. AAAI Workshop: AI for Smart Grids and Smart Buildings (2016)
Henning Lange, Mario Berges
BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms. BuildSys@SenSys (2016)