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Danielle C. Maddix — most-cited papers & profile · Time Series
← authors
·
overview
Danielle C. Maddix
12
papers ·
259
citations ·
14
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
GluonTS: Probabilistic Time Series Models in Python
2019 · 77 citations
Deep Factors for Forecasting
2019 · 59 citations
Chronos: Learning the Language of Time Series
2024 · 59 citations
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
2022 · 23 citations
Deep Factors with Gaussian Processes for Forecasting
2018 · 19 citations
Domain Adaptation for Time Series Forecasting via Attention Sharing
2021 · 17 citations
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
2024 · 1 citations
Understanding the Implicit Biases of Design Choices for Time Series Foundation Models
2025
End-to-End Probabilistic Framework for Learning with Hard Constraints
2025
Cross-Frequency Time Series Meta-Forecasting
2023
Top co-authors
Yuyang Wang
· 7
Michael W. Mahoney
· 4
Xiyuan Zhang
· 4
Abdul Fatir Ansari
· 3
Andrew Gordon Wilson
· 3
Youngsuk Park
· 3
Alex Smola
· 2
Boran Han
· 2
Christos Faloutsos
· 2
Hao Wang
· 2
Hao Wang
· 2
Huibin Shen
· 2
Topics
Probabilistic
Transformer Forecasters
Foundation Models
Linear & Patch Models
Anomaly Detection
Domain — Finance
Domain — Energy/Weather