Xiangming Meng

activity

20152026

most citedUnitary Approximate Message Passing for Sparse Bayesian Learning

82 citations · 246 across the 24 of their papers we have counts for

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Showing cond-mat.dis-nnShow all

2 papers · 1 filter

cond-mat.dis-nn2023

Average case analysis of Lasso under ultra-sparse conditions

Koki Okajima, Xiangming Meng, Takashi Takahashi +1

We analyze the performance of the least absolute shrinkage and selection operator (Lasso) for the linear model when the number of regressors $N$ grows larger keeping the true suppo…

cond-mat.dis-nn2020★ 1 cited

Structure Learning in Inverse Ising Problems Using $ℓ_{2}$ -Regularized Linear Estimator

Xiangming Meng, Tomoyuki Obuchi, Yoshiyuki Kabashima

The inference performance of the pseudolikelihood method is discussed in the framework of the inverse Ising problem when the $ℓ_{2}$ -regularized (ridge) linear regression is adopt…

Average case analysis of Lasso under ultra-sparse conditions

Structure Learning in Inverse Ising Problems Using ℓ2​-Regularized Linear Estimator

Structure Learning in Inverse Ising Problems Using $ℓ_{2}$ -Regularized Linear Estimator