Adaptive nonparametric regression with the K-nearest neighbour fused lasso OH Madrid Padilla, J Sharpnack, Y Chen, DM Witten Biometrika 107 (2), 293-310, 2020 | 34 | 2020 |
Tweet to the Top? Social Media Personal Branding and Career Outcomes. Y Chen, H Rui, A Whinston Mis Quarterly 45 (2), 2021 | 30 | 2021 |
On the causality and plausibility of treatment effects in operations management research S Mithas, Y Chen, Y Lin, A De Oliveira Silveira Production and Operations Management 31 (12), 4558-4571, 2022 | 29 | 2022 |
Quantile regression with ReLU networks: Estimators and minimax rates OHM Padilla, W Tansey, Y Chen Journal of Machine Learning Research 23 (247), 1-42, 2022 | 26 | 2022 |
Adaptive Non-Parametric Regression With the -NN Fused Lasso OHM Padilla, J Sharpnack, Y Chen, DM Witten arXiv preprint arXiv:1807.11641, 2018 | 10 | 2018 |
Are foreign and domestic information technology professionals complements or substitutes? S Mithas, Y Chen, CW Liu, K Han MIS Quarterly 46 (4), 2022 | 8 | 2022 |
A causal fused lasso for interpretable heterogeneous treatment effects estimation OHM Padilla, Y Chen, G Ruiz arXiv preprint arXiv:2110.00901, 2021 | 5 | 2021 |
M. Non-parametric interpretable score based estimation of heterogeneous treatment effects SS Ye, Y Chen, OH Padilla arXiv preprint arXiv.2110.02401, 2021 | 2 | 2021 |
Quantile regression with deep ReLU Networks: Estimators and minimax rates O Hernan Madrid Padilla, W Tansey, Y Chen arXiv e-prints, arXiv: 2010.08236, 2020 | | 2020 |