Michael K. Ng

activity

20172024

most citedExpressing Multivariate Time Series as Graphs with Time Series Attention Transformer

7 citations · 12 across the 8 of their papers we have counts for

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2 papers · 1 filter

stat.ML2022★ 2 cited

Error Bound of Empirical $ℓ_{2}$ Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems

Junren Chen, Michael K. Ng

In this paper, we study the estimation performance of empirical $ℓ_{2}$ risk minimization (ERM) in noisy (standard) phase retrieval (NPR) given by $y_{k} = ∣ α_{k}^{*} x_{0} ∣^{2} + η_{k}$ , or noi…

stat.ML2017★ 1 cited

Sparse Kernel Canonical Correlation Analysis via $ℓ_{1}$ -regularization

Xiaowei Zhang, Delin Chu, Li-Zhi Liao +1

Canonical correlation analysis (CCA) is a multivariate statistical technique for finding the linear relationship between two sets of variables. The kernel generalization of CCA nam…

Error Bound of Empirical ℓ2​ Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems

Sparse Kernel Canonical Correlation Analysis via ℓ1​-regularization

Error Bound of Empirical $ℓ_{2}$ Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems

Sparse Kernel Canonical Correlation Analysis via $ℓ_{1}$ -regularization