431 citations · 1k across the 13 of their papers we have counts for
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cs.LG2021★ 2 cited
Deep Spatio-Temporal Wind Power Forecasting
Jiangyuan Li, Mohammadreza Armandpour
Wind power forecasting has drawn increasing attention among researchers as the consumption of renewable energy grows. In this paper, we develop a deep learning approach based on en…
stat.ML2021★ 2 cited
Implicit Sparse Regularization: The Impact of Depth and Early Stopping
Jiangyuan Li, Thanh V. Nguyen, Chinmay Hegde +1
In this paper, we study the implicit bias of gradient descent for sparse regression. We extend results on regression with quadratic parametrization, which amounts to depth-2 diagon…