Scalable Probabilistic Forecasting in Retail with Gradient Boosted
Trees: A Practitioner's ApproachInternational Journal of Production Economics (IJPE), 2023 |
Graph-based Time Series Clustering for End-to-End Hierarchical
ForecastingInternational Conference on Machine Learning (ICML), 2023 |
Dirichlet Proportions Model for Hierarchically Coherent Probabilistic
ForecastingConference on Uncertainty in Artificial Intelligence (UAI), 2022 |
N-HiTS: Neural Hierarchical Interpolation for Time Series ForecastingAAAI Conference on Artificial Intelligence (AAAI), 2022 |
Probabilistic Hierarchical Forecasting with Deep Poisson MixturesInternational Journal of Forecasting (IJF), 2021 |