45 citations · 71 across the 10 of their papers we have counts for
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cs.LG2019★ 6 cited
Revisit Lmser and its further development based on convolutional layers
Wenjing Huang, Shikui Tu, Lei Xu
Proposed in 1991, Least Mean Square Error Reconstruction for self-organizing network, shortly Lmser, was a further development of the traditional auto-encoder (AE) by folding the a…
cs.AI2019★ 2 cited
A* Tree Search for Portfolio Management
Xiaojie Gao, Shikui Tu, Lei Xu
We propose a planning-based method to teach an agent to manage portfolio from scratch. Our approach combines deep reinforcement learning techniques with search techniques like Alph…