Model-free inference of diffusion networks using RKHS embeddings
Sign Up to like & getrecommendations! Published in 2018 at "Data Mining and Knowledge Discovery"
DOI: 10.1007/s10618-018-00611-1
Abstract: We revisit in this paper the problem of inferring a diffusion network from information cascades. In our study, we make no assumptions on the underlying diffusion model, in this way obtaining a generic method with… read more here.
Keywords: networks using; diffusion; inference diffusion; free inference ... See more keywords
Chemical reaction-diffusion networks: convergence of the method of lines
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Mathematical Chemistry"
DOI: 10.1007/s10910-017-0779-z
Abstract: We show that solutions of the chemical reaction-diffusion system associated to $$A+B\rightleftharpoons C$$A+B⇌C in one spatial dimension can be approximated in $$L^2$$L2 on any finite time interval by solutions of a space discretized ODE system… read more here.
Keywords: reaction diffusion; reaction; chemical reaction; convergence ... See more keywords
Factorized Estimation of Partially Shared Parameters in Diffusion Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2017.2725226
Abstract: Collaborative estimation of partially common parameters over ad hoc diffusion networks where the nodes directly communicate with their neighbors is a challenging task. The problem complexity is significantly high under the lack of knowledge which… read more here.
Keywords: estimation; factorized estimation; shared parameters; estimation partially ... See more keywords