7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Hyper-Learning for Gradient-Based Batch Size Adaptation
Calum Robert MacLellan, Feng Dong
Scheduling the batch size to increase is an effective strategy to control gradient noise when training deep neural networks. Current approaches implement scheduling heuristics that…
cs.LG2022★ 7 cited
DAG-WGAN: Causal Structure Learning With Wasserstein Generative Adversarial Networks
Hristo Petkov, Colin Hanley, Feng Dong
The combinatorial search space presents a significant challenge to learning causality from data. Recently, the problem has been formulated into a continuous optimization framework…