no code implementations • 6 Sep 2021 • Shuoguang Yang, Van-Anh Truong
We propose a detailed analysis of the online-learning problem for Independent Cascade (IC) models under node-level feedback.
no code implementations • 24 Apr 2020 • Shatian Wang, Shuoguang Yang, Zhen Xu, Van-Anh Truong
We propose a cumulative oversampling (CO) method for online learning.
no code implementations • 8 Nov 2019 • Shuoguang Yang, Shatian Wang, Van-Anh Truong
We show that in these models, the expected positive influence spread is a monotone submodular function of the seed set.
no code implementations • 8 Nov 2019 • Shatian Wang, Zhen Xu, Van-Anh Truong
We consider a brand with a given budget that wants to promote a product over multiple rounds of influencer marketing.