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Abdul Fatir Ansari — most-cited papers & profile · Time Series
← authors
·
overview
Abdul Fatir Ansari
9
papers ·
85
citations ·
6
h-index
Amazon (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Chronos: Learning the Language of Time Series
2024 · 59 citations
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
2023 · 12 citations
Deep Explicit Duration Switching Models for Time Series
2021 · 4 citations
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
2023 · 1 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
Zero-Shot Time Series Forecasting with Covariates via In-Context Learning
2025
Top co-authors
Andrew Gordon Wilson
· 3
Danielle C. Maddix
· 3
Michael Bohlke-Schneider
· 3
Michael W. Mahoney
· 3
Xiyuan Zhang
· 3
Yuyang Wang
· 3
Boran Han
· 2
Christos Faloutsos
· 2
Harold Soh
· 2
Jasper Zschiegner
· 2
Lorenzo Stella
· 2
Oleksandr Shchur
· 2
Topics
Probabilistic
Foundation Models
cs.LG
Linear & Patch Models
Anomaly Detection
Domain — Energy/Weather
Domain — Healthcare
Transformer Forecasters