94 citations · 126 across the 11 of their papers we have counts for
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stat.ML2018
IMMIGRATE: A Margin-based Feature Selection Method with Interaction Terms
Ruzhang Zhao, Pengyu Hong, Jun S Liu
Relief based algorithms have often been claimed to uncover feature interactions. However, it is still unclear whether and how interaction terms will be differentiated from marginal…
stat.ME2018★ 6 cited
Neuronized Priors for Bayesian Sparse Linear Regression
Minsuk Shin, Jun S Liu
Although Bayesian variable selection methods have been intensively studied, their routine use in practice has not caught up with their non-Bayesian counterparts such as Lasso, like…
stat.ME2018
Randomization Inference for Peer Effects
Xinran Li, Peng Ding, Qian Lin +2
Many previous causal inference studies require no interference, that is, the potential outcomes of a unit do not depend on the treatments of other units. However, this no-interfere…