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Boris N. Oreshkin — most-cited papers & profile · Time Series
← authors
·
overview
Boris N. Oreshkin
14
papers ·
583
citations ·
20
h-index
Amazon (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
N-BEATS: Neural basis expansion analysis for interpretable time series forecasting
2019 · 517 citations
N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting
2022 · 44 citations
FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting
2020 · 12 citations
Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand
2024 · 4 citations
Zero-shot Forecasting by Simulation Alone
2026 · 1 citations
Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting
2024 · 1 citations
Time-Aware Prior Fitted Networks for Zero-Shot Forecasting with Exogenous Variables
2026
TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting
2025
SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting
2025
Meta-learning framework with applications to zero-shot time-series forecasting
2020
Neural forecasting at scale
2021
Top co-authors
Kin G. Olivares
· 4
Andres Potapczynski
· 2
Dmitri Carpov
· 2
Grzegorz Dudek
· 2
Michael W. Mahoney
· 2
Nicolas Chapados
· 2
Pawe{\l} Pe{\l}ka
· 2
Ravi Kiran Selvam
· 2
Tatiana Konstantinova
· 2
Yoshua Bengio
· 2
Andrew Gordon Wilson
· 1
Andrew G. Wilson
· 1
Topics
cs.LG
stat.ML
Domain — Energy/Weather
Probabilistic
Transformer Forecasters
Linear & Patch Models
cs.NE
cs.AI
Foundation Models
nlin.CD