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Jakub Mareček — most-cited papers & profile · Time Series
← authors
·
overview
Jakub Mareček
12
papers ·
91
citations ·
0
h-index
Czech Technical University in Prague
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Using Deep Learning to Extend the Range of Air-Pollution Monitoring and Forecasting
2018 · 48 citations
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters
2018 · 35 citations
Joint Problems in Learning Multiple Dynamical Systems
2023 · 1 citations
EVEREST: An Evidential, Tail-Aware Transformer for Rare-Event Time-Series Forecasting
2026
Top co-authors
and Fearghal O'Donncha
· 1
and Shie Mannor
· 1
Antanas Žilinskas
· 1
Julien Monteil
· 1
Mark Kozdoba
· 1
Mengjia Niu
· 1
Petr Ryšavý
· 1
Philipp Haehnel
· 1
Quan Zhou
· 1
Robert N. Shorten
· 1
Tigran Tchrakian
· 1
Xiaoyu He
· 1
Topics
Probabilistic
Domain — Energy/Weather
Linear & Patch Models
Transformer Forecasters
cs.LG
physics.ao-ph