4 citations · 13 across the 10 of their papers we have counts for
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cs.LG2018
Learning to Defend by Learning to Attack
Haoming Jiang, Zhehui Chen, Yuyang Shi +2
Adversarial training provides a principled approach for training robust neural networks. From an optimization perspective, adversarial training is essentially solving a bilevel opt…
q-fin.PM2018
Robust Log-Optimal Strategy with Reinforcement Learning
Yifeng Guo, Xingyu Fu, Yuyan Shi +1
We proposed a new Portfolio Management method termed as Robust Log-Optimal Strategy (RLOS), which ameliorates the General Log-Optimal Strategy (GLOS) by approximating the tradition…