2 papers
cs.LG2023
Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting
Yirong Chen, Ziyue Li, Wanli Ouyang +1
Accurate traffic forecasting is vital to intelligent transportation systems, which are widely adopted to solve urban traffic issues. Existing traffic forecasting studies focus on m…
cs.NE2021
Augmenting High-dimensional Nonlinear Optimization with Conditional GANs
Pouya Rezazadeh Kalehbasti, Michael D. Lepech, Samarpreet Singh Pandher
Many mathematical optimization algorithms fail to sufficiently explore the solution space of high-dimensional nonlinear optimization problems due to the curse of dimensionality. Th…