Adversarial LassoNet: Robust Feature Selection via Stability-Driven Sparse Learning

Zhen Huang, Peicheng Xu, Junbiao Pang +1

Sparse feature selection is critical for high-dimensional machine learning, yet traditional ${\ell }_1$-regularized methods are often brittle under observational noise and spurious co…