HMLasso: Lasso with High Missing Rate

Masaaki Takada, Hironori Fujisawa, Takeichiro Nishikawa

Sparse regression such as the Lasso has achieved great success in handling high-dimensional data. However, one of the biggest practical problems is that high-dimensional data often…