Introduces MoM and ToM adaptive tensor regression with SGD for online streaming matrix prediction and fixed-time recovery guarantees under sparsity and low-rank structures.
Matrix autoregressive model with vector time series covariates for spatio-temporal data.arXiv preprint arXiv:2305.15671, 2023
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Structured Adaptive Tensor Prediction for Streaming Data
Introduces MoM and ToM adaptive tensor regression with SGD for online streaming matrix prediction and fixed-time recovery guarantees under sparsity and low-rank structures.