2 citations · 3 across the 5 of their papers we have counts for
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cs.LG2025★ 1 cited
Probabilistic Forecasting for Building Energy Systems using Time-Series Foundation Models
Young Jin Park, Francois Germain, Jing Liu +6
Decision-making in building energy systems critically depends on the predictive accuracy of relevant time-series models. In scenarios lacking extensive data from a target building,…
cs.LG2022★ 2 cited
Tractable Uncertainty-Aware Meta-Learning
Young-Jin Park, Cesar Almecija, Apoorva Sharma +1
Meta-learning is a popular approach for learning new tasks with limited data by leveraging the commonalities among different tasks. However, meta-learned models can perform poorly…