12 citations · 21 across the 6 of their papers we have counts for
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cs.DS2018★ 2 cited
The Well Tempered Lasso
Yuanzhi Li, Yoram Singer
We study the complexity of the entire regularization path for least squares regression with 1-norm penalty, known as the Lasso. Every regression parameter in the Lasso changes line…
cs.DS2017★ 4 cited
A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model
Xi Chen, Yuanzhi Li, Jieming Mao
We study the active learning problem of top- ranking from multi-wise comparisons under the popular multinomial logit model. Our goal is to identify the top- items with high p…