I-LAMM for Sparse Learning: Simultaneous Control of Algorithmic Complexity and Statistical Error

Jianqing Fan, Han Liu, Qiang Sun +1

We propose a computational framework named iterative local adaptive majorize-minimization (I-LAMM) to simultaneously control algorithmic complexity and statistical error when fitti…