12 citations · 29 across the 11 of their papers we have counts for
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cs.LG2019
Shapley Homology: Topological Analysis of Sample Influence for Neural Networks
Kaixuan Zhang, Qinglong Wang, Xue Liu +1
Data samples collected for training machine learning models are typically assumed to be independent and identically distributed (iid). Recent research has demonstrated that this as…
cs.IR2019★ 4 cited
Hierarchical Gating Networks for Sequential Recommendation
Chen Ma, Peng Kang, Xue Liu
The chronological order of user-item interactions is a key feature in many recommender systems, where the items that users will interact may largely depend on those items that user…