2 papers
physics.soc-ph2019
Bandwidth Allocation and Resource Adjustment for Stability Enhancement in Complex Networks
K. Y. Henry Tsang, K. Y. Michael Wong
We introduce the discrete Green's function to elucidate how resource fluctuations determine flow fluctuations in a network optimizing a global cost function. To enhance the robustn…
cond-mat.dis-nn2019
Minimal model of permutation symmetry in unsupervised learning
Tianqi Hou, K. Y. Michael Wong, Haiping Huang
Permutation of any two hidden units yields invariant properties in typical deep generative neural networks. This permutation symmetry plays an important role in understanding the c…