39 citations · 110 across the 11 of their papers we have counts for
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stat.ML2016★ 1 cited
Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization
Guangxi Li, Zenglin Xu, Linnan Wang +3
Probabilistic Temporal Tensor Factorization (PTTF) is an effective algorithm to model the temporal tensor data. It leverages a time constraint to capture the evolving properties of…
stat.ML2016★ 2 cited
Tensor Decomposition via Variational Auto-Encoder
Bin Liu, Zenglin Xu, Yingming Li
Tensor decomposition is an important technique for capturing the high-order interactions among multiway data. Multi-linear tensor composition methods, such as the Tucker decomposit…