87 citations · 93 across the 8 of their papers we have counts for
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cs.LG2023★ 1 cited
Scalable and Robust Tensor Ring Decomposition for Large-scale Data
Yicong He, George K. Atia
Tensor ring (TR) decomposition has recently received increased attention due to its superior expressive performance for high-order tensors. However, the applicability of traditiona…
cs.LG2021
Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data
Yicong He, George K. Atia
Tensor completion is the problem of estimating the missing values of high-order data from partially observed entries. Data corruption due to prevailing outliers poses major challen…
cs.LG2020★ 2 cited
Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion
Yicong He, George K. Atia
The goal of tensor completion is to recover a tensor from a subset of its entries, often by exploiting its low-rank property. Among several useful definitions of tensor rank, the l…