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Valentin Flunkert — most-cited papers & profile · Time Series
← authors
·
overview
Valentin Flunkert
5
papers ·
105
citations ·
25
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
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
· 5
Tim Januschowski
· 5
Jan Gasthaus
· 3
Lorenzo Stella
· 2
Yuyang Wang
· 2
Alexander Alexandrov
· 1
Ali Caner T\"urkmen
· 1
Cedric Archambeau
· 1
Danielle C. Maddix
· 1
Jasper Schulz
· 1
Konstantinos Benidis
· 1
Matthias Seeger
· 1
Topics
Probabilistic
Linear & Patch Models
stat.ML
Anomaly Detection
Transformer Forecasters
cs.NE
Foundation Models
stat.ME