2 papers
stat.ML2023
On the robust learning mixtures of linear regressions
Ying Huang, Liang Chen
In this note, we consider the problem of robust learning mixtures of linear regressions. We connect mixtures of linear regressions and mixtures of Gaussians with a simple threshold…
cs.DS2021
A High-dimensional Sparse Fourier Transform in the Continuous Setting
Liang Chen
In this paper, we theoretically propose a new hashing scheme to establish the sparse Fourier transform in high-dimensional space. The estimation of the algorithm complexity shows t…