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Irina Rish — most-cited papers & profile · Time Series
← authors
·
overview
Irina Rish
21
papers ·
134
citations ·
35
h-index
Université du Québec à Montréal · Mila - Quebec Artificial Intelligence Institute · Concordia University · Université de Montréal
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Most-cited papers
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
2023 · 34 citations
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series
2022 · 9 citations
Small Vocabularies, Big Gains: Pretraining and Tokenization in Time Series Models
2025
Random Initialization Can't Catch Up: The Advantage of Language Model Transfer for Time Series Forecasting
2025
Context is Key: A Benchmark for Forecasting with Essential Textual Information
2024
Top co-authors
Kashif Rasul
· 3
Yuriy Nevmyvaka
· 3
Alexandre Drouin
· 2
Alexis Roger
· 2
Andrew Robert Williams
· 2
Arjun Ashok
· 2
Nicolas Chapados
· 2
Roland Riachi
· 2
Alexandre Lacoste
· 1
Anderson Schneider
· 1
Andrew R. Williams
· 1
Arian Khorasani
· 1
Topics
Foundation Models
Transformer Forecasters
Probabilistic
Domain — Finance
Domain — Energy/Weather
Domain — Healthcare
Anomaly Detection