Statistics
Publications
31
Citations
2.8K
H-Index
22
Active since
2011
Tim Januschowski is an author at Amazon (United States) specializing in computing, forecasting, and time series forecasting.
Publications per year
2011–2022
31
31
Forecasting: theory and practice
Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos et al. · BOA (University of Milano-Bicocca) · 2022 · 830 citations · Full text
Deep State Space Models for Time Series Forecasting
Syama Sundar Rangapuram, Matthias Seeger, Jan Gasthaus et al. · Neural Information Processing Systems · 2018 · 443 citations
Criteria for classifying forecasting methods
Tim Januschowski, Jan Gasthaus, Yuyang Wang et al. · International Journal of Forecasting · 2019 · 202 citations
Computing, Meteorology, Forecasting +11
On Challenges in Machine Learning Model Management
Sebastian Schelter, Felix Bießmann, Tim Januschowski et al. · IEEE Data(base) Engineering Bulletin · 2015 · 139 citations
Probabilistic demand forecasting at scale
Joos-Hendrik Böse, Valentín Flunkert, Jan Gasthaus et al. · Proceedings of the VLDB Endowment · 2017 · 124 citations
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