Optimal distributed testing in high-dimensional Gaussian models. - Botond Szabó; Lasse Vuursteen; Harry van Zanten (CoRR, 2020)

Optimal Distributed Composite Testing in High-Dimensional Gaussian Models With 1-Bit Communication. - Botond Szabó; Lasse Vuursteen; Harry van Zanten (IEEE Trans. Inf. Theory, 2022)

Optimal testing using combined test statistics across independent studies. - Lasse Vuursteen; Botond Szabó; Aad van der Vaart; Harry van Zanten (NeurIPS, 2023)

Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime. - Lasse Vuursteen (NeurIPS, 2024)

Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests. - T. Tony Cai; Abhinav Chakraborty 002; Lasse Vuursteen (CoRR, 2024)

Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints. - T. Tony Cai; Abhinav Chakraborty 002; Lasse Vuursteen (CoRR, 2024)

Optimal Federated Learning for Functional Mean Estimation under Heterogeneous Privacy Constraints. - T. Tony Cai; Abhinav Chakraborty 002; Lasse Vuursteen (CoRR, 2024)