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Jan Gasthaus — most-cited papers & profile · Time Series
← authors
·
overview
Jan Gasthaus
8
papers ·
247
citations ·
24
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
GluonTS: Probabilistic Time Series Models in Python
2019 · 77 citations
High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes
2019 · 67 citations
Deep Factors for Forecasting
2019 · 59 citations
The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models
2020 · 17 citations
Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting
2021 · 11 citations
Multivariate Quantile Function Forecaster
2022 · 8 citations
Online Time Series Anomaly Detection with State Space Gaussian Processes
2022 · 6 citations
Deep Non-Parametric Time Series Forecaster
2023 · 2 citations
Top co-authors
Tim Januschowski
· 5
David Salinas
· 4
Yuyang Wang
· 4
Valentin Flunkert
· 3
Danielle C. Maddix
· 2
Fran\c{c}ois-Xavier Aubet
· 2
Kelvin Kan
· 2
Konstantinos Benidis
· 2
Laurent Callot
· 2
Lorenzo Stella
· 2
Michael Bohlke-Schneider
· 2
Youngsuk Park
· 2
Topics
stat.ML
cs.LG
Probabilistic
Linear & Patch Models
Transformer Forecasters
Anomaly Detection