25 citations · 55 across the 31 of their papers we have counts for
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3 papers · 1 filter
stat.ML2017★ 2 cited
Enhancing Interpretability of Black-box Soft-margin SVM by Integrating Data-based Priors
Shaohan Chen, Chuanhou Gao, Ping Zhang
The lack of interpretability often makes black-box models difficult to be applied to many practical domains. For this reason, the current work, from the black-box model input port,…
math.OC2017★ 3 cited
Stabilization of (state, input)-disturbed CSTRs through the port-Hamiltonian systems approach
Yafei Lu, Zhou Fang, Chuanhou Gao
It is a universal phenomenon that the state and input of the continuous stirred tank reactor (CSTR) systems are both disturbed. This paper proposes a (state, input)-disturbed port-…
math.DS2017★ 7 cited
Complex Balancing Reconstructed to the Asymptotic Stability of Mass-action Chemical Reaction Networks with Conservation Laws
Min Ke, Zhou Fang, Chuanhou Gao
Motivated by the fact that the pseudo-Helmholtz function is a valid Lyapunov function for characterizing asymptotic stability of complex balanced mass action systems (MASs), this p…