Simiao Jiao

activity

20202025

most citedLU decomposition and Toeplitz decomposition of a neural network

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

math.ST2025

The broken sample problem revisited: Proof of a conjecture by Bai-Hsing and high-dimensional extensions

Simiao Jiao, Yihong Wu, Jiaming Xu

We revisit the classical broken sample problem: Two samples of i.i.d.\ data points $X = {X_{1}, \dots, X_{n}}$ and $Y = {Y_{1}, \dots, Y_{m}}$ are observed w…

cs.LG2022★ 1 cited

LU decomposition and Toeplitz decomposition of a neural network

Yucong Liu, Simiao Jiao, Lek-Heng Lim

It is well-known that any matrix $A$ has an LU decomposition. Less well-known is the fact that it has a 'Toeplitz decomposition' $A = T_{1} T_{2} \dots T_{r}$ where $T_{i}$ 's are Toeplitz…

cs.SI2020

Sampling Graphlets of Multi-layer Networks: A Restricted Random Walk Approach

Simiao Jiao, Zihui Xue, Xiaowei Chen +1

Graphlets are induced subgraph patterns that are crucial to the understanding of the structure and function of a large network. A lot of efforts have been devoted to calculating gr…