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Nicolas Chapados — most-cited papers & profile · Time Series
← authors
·
overview
Nicolas Chapados
9
papers ·
557
citations ·
17
h-index
Mila - Quebec Artificial Intelligence Institute · Polytechnique Montréal
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Semantic Scholar ↗
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Most-cited papers
N-BEATS: Neural basis expansion analysis for interpretable time series forecasting
2019 · 517 citations
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
Meta-learning framework with applications to zero-shot time-series forecasting
2020
Top co-authors
Alexandre Drouin
· 4
\'Etienne Marcotte
· 3
Andrew Robert Williams
· 2
Arjun Ashok
· 2
Boris N. Oreshkin
· 2
Dmitri Carpov
· 2
Irina Rish
· 2
Valentina Zantedeschi
· 2
Yoshua Bengio
· 2
Alexandre Lacoste
· 1
Anderson Schneider
· 1
Arian Khorasani
· 1
Topics
Transformer Forecasters
Probabilistic
Foundation Models
cs.NE
Linear & Patch Models
Domain — Finance
Domain — Healthcare