Search Results for author: Zirui Sun

Found 2 papers, 0 papers with code

Nyström Regularization for Time Series Forecasting

no code implementations13 Nov 2021 Zirui Sun, Mingwei Dai, Yao Wang, Shao-Bo Lin

This paper focuses on learning rate analysis of Nystr\"{o}m regularization with sequential sub-sampling for $\tau$-mixing time series.

Time Series Time Series Forecasting

Distributed Learning with Dependent Samples

no code implementations10 Feb 2020 Zirui Sun, Shao-Bo Lin

This paper focuses on learning rate analysis of distributed kernel ridge regression for strong mixing sequences.

regression

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