141 citations · 1.7k across the 117 of their papers we have counts for
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stat.ML2021★ 1 cited
On Model Selection Consistency of Lasso for High-Dimensional Ising Models
Xiangming Meng, Tomoyuki Obuchi, Yoshiyuki Kabashima
We theoretically analyze the model selection consistency of least absolute shrinkage and selection operator (Lasso), both with and without post-thresholding, for high-dimensional I…
stat.ML2021
Matrix completion based on Gaussian parameterized belief propagation
Koki Okajima, Yoshiyuki Kabashima
We develop a message-passing algorithm for noisy matrix completion problems based on matrix factorization. The algorithm is derived by approximating message distributions of belief…