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Alexandre Drouin — most-cited papers & profile · Time Series
← authors
·
overview
Alexandre Drouin
9
papers ·
40
citations ·
14
h-index
Minnow Environmental (Canada)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
2023 · 34 citations
TACTiS: Transformer-Attentional Copulas for Time Series
2022 · 2 citations
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
2023 · 2 citations
Context is Key: A Benchmark for Forecasting with Essential Textual Information
2024
Top co-authors
Nicolas Chapados
· 4
\'Etienne Marcotte
· 3
Andrew Robert Williams
· 2
Arjun Ashok
· 2
Irina Rish
· 2
Valentina Zantedeschi
· 2
Alexandre Lacoste
· 1
Anderson Schneider
· 1
Arian Khorasani
· 1
Arjun Ashok
· 1
George Adamopoulos
· 1
Hena Ghonia
· 1
Topics
Transformer Forecasters
Probabilistic
Foundation Models
Domain — Finance
Domain — Healthcare