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Distributed Estimation and Inference for Semi-parametric Binary Response
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Federated Gaussian Process: Convergence, Automatic Personalization and
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Distributed Sparse Regression via PenalizationJournal of machine learning research (JMLR), 2021 |
Variance Reduced Median-of-Means Estimator for Byzantine-Robust
Distributed InferenceJournal of machine learning research (JMLR), 2021 |
Distributed Bootstrap for Simultaneous Inference Under High
DimensionalityJournal of machine learning research (JMLR), 2021 |
WONDER: Weighted one-shot distributed ridge regression in high
dimensionsInternational Conference on Machine Learning (ICML), 2019 |