Tim Janke

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Handling Uncertainty

Anomaly Detection

Top Venues

Publications

Andreas Bott, Tim Janke, Florian Steinke
Deep Learning-enabled MCMC for Probabilistic State Estimation in District Heating Grids. CoRR (2023)
Mario Beykirch, Tim Janke, Florian Steinke
Bidding and Scheduling in Energy Markets: Which Probabilistic Forecast Do We Need? CoRR (2022)
Jieyu Chen, Tim Janke, Florian Steinke, Sebastian Lerch
Generative machine learning methods for multivariate ensemble post-processing. CoRR (2022)
Mario Beykirch, Tim Janke, Imed Tayeche, Florian Steinke
Probabilistic Forecast Combination for Anomaly Detection in Building Heat Load Time Series. ISGT-Europe (2021)
Tim Janke, Mohamed Ghanmi, Florian Steinke
Implicit Generative Copulas. CoRR (2021)
Tim Janke, Mohamed Ghanmi, Florian Steinke
Implicit Generative Copulas. NeurIPS (2021)
Mario Beykirch, Tim Janke, Florian Steinke
Learning Dispatch Parameters of Thermal Power Plants from Observations. ISGT Europe (2018)