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09/25/2022
Asymptotic Theory for Regularized System Identification Part I: Empirical Bayes Hyper-parameter Estimator
Regularized system identification is the major advance in system identif...
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12/30/2021
ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer
The analysis of long sequence data remains challenging in many real-worl...
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12/20/2021
Tutorial on Asymptotic Properties of Regularized Least Squares Estimator for Finite Impulse Response Model
In this paper, we give a tutorial on asymptotic properties of the Least ...
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03/30/2020
Supplementary Material for CDC Submission No. 1461
In this paper, we focus on the influences of the condition number of the...
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03/30/2020
Supplementary Material for CDC Submission: On Influence of Ill-conditioned Regression Matrix on Hyper-parameter Estimators for Kernel-based Regularization Methods
In this paper, we focus on the influences of the condition number of the...
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03/30/2020
