Search Results for author: Huaian Diao

Found 4 papers, 1 papers with code

Effective medium theory for embedded obstacles in elasticity with applications to inverse problems

no code implementations18 Feb 2021 Zhengjian Bai, Huaian Diao, Hongyu Liu, Qingle Meng

We consider the time-harmonic elastic wave scattering from a general (possibly anisotropic) inhomogeneous medium with an embedded impenetrable obstacle.

Analysis of PDEs 35B34, 74E99, 74J20

Optimal Sketching for Kronecker Product Regression and Low Rank Approximation

no code implementations NeurIPS 2019 Huaian Diao, Rajesh Jayaram, Zhao Song, Wen Sun, David P. Woodruff

For input $\mathcal{A}$ as above, we give $O(\sum_{i=1}^q \text{nnz}(A_i))$ time algorithms, which is much faster than computing $\mathcal{A}$.

regression

Total Least Squares Regression in Input Sparsity Time

1 code implementation NeurIPS 2019 Huaian Diao, Zhao Song, David P. Woodruff, Xin Yang

In the total least squares problem, one is given an $m \times n$ matrix $A$, and an $m \times d$ matrix $B$, and one seeks to "correct" both $A$ and $B$, obtaining matrices $\hat{A}$ and $\hat{B}$, so that there exists an $X$ satisfying the equation $\hat{A}X = \hat{B}$.

regression

Sketching for Kronecker Product Regression and P-splines

no code implementations27 Dec 2017 Huaian Diao, Zhao Song, Wen Sun, David P. Woodruff

That is, TensorSketch only provides input sparsity time for Kronecker product regression with respect to the $2$-norm.

regression

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