3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.SI2022★ 3 cited
Determinable and interpretable network representation for link prediction
Yue Deng
As an intuitive description of complex physical, social, or brain systems, complex networks have fascinated scientists for decades. Recently, to abstract a network's structural and…
q-bio.OT2017
An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems
Hector Zenil, Narsis A. Kiani, Francesco Marabita +5
We demonstrate that the algorithmic information content of a system is deeply connected to its potential dynamics, thus affording an avenue for moving systems in the information-th…
q-bio.MN2017
HiDi: An efficient reverse engineering schema for large scale dynamic regulatory network reconstruction using adaptive differentiation
Yue Deng, Hector Zenil, Jesper Tégner +1
The use of differential equations (ODE) is one of the most promising approaches to network inference. The success of ODE-based approaches has, however, been limited, due to the dif…