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cs.LG2021
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning
Pengzhan Guo, Keli Xiao, Zeyang Ye +1
Vehicle mobility optimization in urban areas is a long-standing problem in smart city and spatial data analysis. Given the complex urban scenario and unpredictable social events, o…
cs.LG2020
Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning
Pengzhan Guo, Zeyang Ye, Keli Xiao +1
This paper investigates the stochastic optimization problem with a focus on developing scalable parallel algorithms for deep learning tasks. Our solution involves a reformation of…