Advances and Open Problems in Federated Learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and Trends in Machine Learning 14 (1-2), 1-210, 2021 | 5956 | 2021 |
In Defense of the Indefensible: A Very Naive Approach to High-Dimensional Inference S Zhao, D Witten, A Shojaie Statistical Science 36 (4), 562-577, 2021 | 86 | 2021 |
Kernel-Penalized Regression for Analysis of Microbiome Data TW Randolph, S Zhao, W Copeland, M Hullar, A Shojaie The Annals of Applied Statistics 12 (1), 540-566, 2018 | 66 | 2018 |
A Significance Test for Graph Constrained Estimation S Zhao, A Shojaie Biometrics 72 (2), 484-493, 2016 | 31 | 2016 |
Metric-Optimized Example Weights S Zhao, M Milani Fard, H Narasimhan, M Gupta Proceedings of the 36th International Conference on Machine Learning, 7533-7542, 2019 | 21 | 2019 |
Multidimensional Shape Constraints M Gupta, E Louidor, O Mangylov, N Morioka, T Narayan, S Zhao Proceedings of the 37th International Conference on Machine Learning, 3918-3928, 2020 | 20 | 2020 |
Network Differential Connectivity Analysis S Zhao, A Shojaie The Annals of Applied Statistics 16 (4), 2166-2182, 2022 | 9 | 2022 |
Global Optimization Networks S Zhao, E Louidor, M Gupta Proceedings of the 39th International Conference on Machine Learning, 26927 …, 2022 | 7 | 2022 |
Predicting on the edge: Identifying where a larger model does better T Narayan, H Jiang, S Zhao, S Kumar arXiv preprint arXiv:2202.07652, 2022 | 6 | 2022 |
Distribution Embedding Networks for Meta-Learning with Heterogeneous Covariate Spaces L Liu, M Milani Fard, S Zhao Transactions on Machine Learning Research, 2022 | | 2022 |
Windowed Approach to Analytics Processing R Chen, GR Dworkin, DR Hains, BR Smith, SB Stepaniants, S Zhao US Patent 10,541,890 B1, 2020 | | 2020 |
Hypothesis Testing With High-Dimensional Data S Zhao University of Washington, 2017 | | 2017 |