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Valentin Flunkert — most-cited papers & profile · Time Series
← authors
·
overview
Valentin Flunkert
7
papers ·
3292
citations ·
25
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks
2017 · 2842 citations
Deep Learning for Time Series Forecasting: Tutorial and Literature Survey
2020 · 345 citations
GluonTS: Probabilistic Time Series Models in Python
2019 · 77 citations
The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models
2020 · 17 citations
Multi-Objective Model Selection for Time Series Forecasting
2022 · 7 citations
Meta-Forecasting by combining Global Deep Representations with Local Adaptation
2021 · 2 citations
Deep Non-Parametric Time Series Forecaster
2023 · 2 citations
Top co-authors
David Salinas
· 7
Tim Januschowski
· 6
Jan Gasthaus
· 5
Lorenzo Stella
· 3
Yuyang Wang
· 3
Konstantinos Benidis
· 2
Michael Bohlke-Schneider
· 2
Syama Sundar Rangapuram
· 2
Alexander Alexandrov
· 1
Ali Caner T\"urkmen
· 1
Caner Turkmen
· 1
Cedric Archambeau
· 1
Topics
Probabilistic
Linear & Patch Models
stat.ML
Anomaly Detection
Domain — Finance
Domain — Energy/Weather
Transformer Forecasters
cs.NE
Foundation Models
stat.ME