Artur Dubrawski

NHITS: Neural Hierarchical Interpolation for Time Series Forecasting

Cristian Challú, Kin G. Olivares, Boris N. Oreshkin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 409 citations · Full text

Forecasting Methodology, Hierarchical Interpolation Technique, Machine Learning +10

Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx

Kin G. Olivares, Cristian Challú, Grzegorz Marcjasz et al. · International Journal of Forecasting · 2022 · 192 citations · Full text

<i>Deep Survival Machines</i>: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks

Chirag Nagpal, Xinyu Li, Artur Dubrawski · IEEE Journal of Biomedical and Health Informatics · 2021 · 124 citations

Engineering, Machine Learning, Parametric Survival Regression +16

Whole-Genome Sequencing Surveillance and Machine Learning of the Electronic Health Record for Enhanced Healthcare Outbreak Detection

Alexander Sundermann, Jieshi Chen, Praveen Kumar et al. · Clinical Infectious Diseases · 2021 · 118 citations · Full text

Leveraging Publicly Available Data to Discern Patterns of Human-Trafficking Activity

Artur Dubrawski, Kyle Miller, Matthew Barnes et al. · Journal of Human Trafficking · 2015 · 88 citations

Cross-border Crime, Engineering, Targeted Advertising +24