101 citations · 410 across the 8 of their papers we have counts for
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cs.LG2023
CLOVER : Probabilistic Forecasting with Coherent Learning Objective Reparameterization
Kin G. Olivares, Geoffrey Négiar, Ruijun Ma +3
Obtaining accurate probabilistic forecasts is an operational challenge in many applications, such as energy management, climate forecasting, supply chain planning, and resource all…
cs.LG2021★ 3 cited
Probabilistic Hierarchical Forecasting with Deep Poisson Mixtures
Kin G. Olivares, O. Nganba Meetei, Ruijun Ma +3
Hierarchical forecasting problems arise when time series have a natural group structure, and predictions at multiple levels of aggregation and disaggregation across the groups are…