'Inference on High-dimensional Single-index Models with Streaming Data', by Dongxiao Han, Jinhan Xie, Jin Liu, Liuquan Sun, Jian Huang, Bei Jiang, Linglong Kong.

http://jmlr.org/papers/v25/22-1124.html

#lasso #semiparametric #estimators

'On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression', by Oliver Dukes, Stijn Vansteelandt, David Whitney.

http://jmlr.org/papers/v25/22-1233.html

#regression #double #semiparametric

'Optimal Parameter-Transfer Learning by Semiparametric Model Averaging', by Xiaonan Hu, Xinyu Zhang.

http://jmlr.org/papers/v24/23-0030.html

#regularization #models #semiparametric

'Distributed Nonparametric Regression Imputation for Missing Response Problems with Large-scale Data', by Ruoyu Wang, Miaomiao Su, Qihua Wang.

http://jmlr.org/papers/v24/21-0673.html

#imputation #nonparametric #semiparametric