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20152026
most citedHoeffding's lemma for Markov Chains and its applications to statistical learning

22 citations · 84 across the 31 of their papers we have counts for

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math.ST2015★ 9 cited

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…