Concepedia

Dmitri Carpov

DC

Statistics

Publications

2

Citations

181

H-Index

2

Active since

2019

Affiliations

Université de Montréal(Current)

Dmitri Carpov is an author at Université de Montréal specializing in predictive analytics, forecasting, and engineering.

Top concepts

EngineeringForecastingData ScienceDeep LearningComputer ScienceMachine LearningPredictive AnalyticsStatisticsMeta-learningFew-shot Learning

Publications per year

2019–2021

2

Publications

2

N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Boris N. Oreshkin, Dmitri Carpov, Nicolas Chapados et al. · arXiv (Cornell University) · 2019 · 160 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Deep Neural Networks +15

Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting

Boris N. Oreshkin, Dmitri Carpov, Nicolas Chapados et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 21 citations · Full text

Few-shot Learning, Forecasting Methodology, Meta-learning (Computer Science) +15

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