261 citations · 1.1k across the 12 of their papers we have counts for
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stat.ML2019★ 126 cited
Tree Tensor Networks for Generative Modeling
Song Cheng, Lei Wang, Tao Xiang +1
Matrix product states (MPS), a tensor network designed for one-dimensional quantum systems, has been recently proposed for generative modeling of natural data (such as images) in t…
stat.ML2016★ 2 cited
Robust Spectral Detection of Global Structures in the Data by Learning a Regularization
Pan Zhang
Spectral methods are popular in detecting global structures in the given data that can be represented as a matrix. However when the data matrix is sparse or noisy, classic spectral…