1 citations · 3 across the 5 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.ML2019★ 1 cited
Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings
Zhanhong Jiang, Young M. Lee
Thermal dynamics modeling has been a critical issue in building heating, ventilation, and air-conditioning (HVAC) systems, which can significantly affect the control and maintenanc…
cs.LG2019★ 1 cited
On Higher-order Moments in Adam
Zhanhong Jiang, Aditya Balu, Sin Yong Tan +3
In this paper, we investigate the popular deep learning optimization routine, Adam, from the perspective of statistical moments. While Adam is an adaptive lower-order moment based…