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David Salinas — most-cited papers & profile · Time Series
← authors
·
overview
David Salinas
11
papers ·
178
citations ·
22
h-index
Open Evidence · Mila - Quebec Artificial Intelligence Institute
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
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
From Tables to Time: Extending TabPFN-v2 to Time Series Forecasting
2025 · 4 citations
Meta-Forecasting by combining Global Deep Representations with Local Adaptation
2021 · 2 citations
Deep Non-Parametric Time Series Forecaster
2023 · 2 citations
Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models
2024 · 2 citations
Top co-authors
Tim Januschowski
· 5
Valentin Flunkert
· 5
Jan Gasthaus
· 4
Frank Hutter
· 2
Lorenzo Stella
· 2
Michael Bohlke-Schneider
· 2
Yuyang Wang
· 2
Alexander Alexandrov
· 1
Ali Caner T\"urkmen
· 1
Cedric Archambeau
· 1
Danielle C. Maddix
· 1
Jasper Schulz
· 1
Topics
Probabilistic
Foundation Models
Linear & Patch Models
stat.ML
Anomaly Detection
Domain — Finance
Transformer Forecasters
cs.NE
stat.ME