Henning Lange - researchr alias

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Viewing Publication 1 - 8 from 8

2021

From Fourier to Koopman: Spectral Methods for Long-term Time Series PredictionHenning Lange, Steven L. Brunton, J. Nathan Kutz. jmlr, 22, 2021. [doi]

2020

Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy DisaggregationBingqing Chen, Jingxiao Liu, Henning Lange, Mario Bergés. icassp 2020: 3262-3266 [doi]

2019

Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load MonitoringHenning Lange, Mario Bergés, J. Zico Kolter. icassp 2019: 8340-8344 [doi]

2018

Data-Driven Operation of Building Systems: Present Challenges and Future ProspectsMario Bergés, Henning Lange, Jingkun Gao. egice 2018: 23-52 [doi]

Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy DisaggregationHenning Lange, Mario Berges. AAAI 2018: 792-799 [doi]

2017

Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry piMatias Quintana, Henning Lange, Mario Bergés. sensys 2017: [doi]

2016

Efficient Inference in Dual-Emission FHMM for Energy DisaggregationHenning Lange, Mario Berges. AAAI 2016: [doi]

BOLT: Energy Disaggregation by Online Binary Matrix Factorization of Current WaveformsHenning Lange, Mario Berges. sensys 2016: 11-20 [doi]

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