Optimal distributed composite testing in high-dimensional Gaussian models with 1-bit communication B Szabó, L Vuursteen, H Van Zanten IEEE Transactions on Information Theory 68 (6), 4070-4084, 2022 | 15* | 2022 |
Optimal high-dimensional and nonparametric distributed testing under communication constraints B Szabó, L Vuursteen, H Van Zanten The Annals of Statistics 51 (3), 909-934, 2023 | 13 | 2023 |
Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints TT Cai, A Chakraborty, L Vuursteen arXiv preprint arXiv:2406.06755, 2024 | 5 | 2024 |
Optimal testing using combined test statistics across independent studies L Vuursteen, B Szabó, A van der Vaart, H van Zanten Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests TT Cai, A Chakraborty, L Vuursteen arXiv preprint arXiv:2406.06749, 2024 | 1 | 2024 |
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime L Vuursteen arXiv preprint arXiv:2411.01275, 2024 | | 2024 |
SUPPLEMENTARY MATERIAL TO “OPTIMAL HIGH-DIMENSIONAL AND NONPARAMETRIC DISTRIBUTED TESTING UNDER COMMUNICATION CONSTRAINTS” B SZABÓ, L VUURSTEEN, H VAN ZANTEN | | |