Distributed Gaussian Mean Estimation under Communication Constraints:
Optimal Rates and Communication-Efficient Algorithms

Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms

24 January 2020

T. Tony Cai

Papers citing "Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms"

14 / 14 papers shown

Title
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime Lasse Vuursteen 38 0 0 02 Nov 2024
SAT: Data-light Uncertainty Set Merging via Synthetics, Aggregation, and Test Inversion Shenghao Qin Jianliang He Bowen Gang Yin Xia 35 0 0 16 Oct 2024
Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints T. T. Cai Abhinav Chakraborty Lasse Vuursteen FedML 41 3 0 10 Jun 2024
Continual Mean Estimation Under User-Level Privacy Anand George Lekshmi Ramesh A. V. Singh Himanshu Tyagi FedML 36 8 0 20 Dec 2022
Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength Huifang Huang Ting Gao Yi Gui Jinqiu Guo Peng Zhang 20 0 0 30 May 2022
Distributed Nonparametric Estimation under Communication Constraints Azeem Zaman Botond Szabó 30 3 0 21 Apr 2022
Correlated quantization for distributed mean estimation and optimization A. Suresh Ziteng Sun Jae Hun Ro Felix X. Yu 23 12 0 09 Mar 2022
Optimal high-dimensional and nonparametric distributed testing under communication constraints Botond Szabó Lasse Vuursteen Harry Van Zanten 31 10 0 02 Feb 2022
A Few Interactions Improve Distributed Nonparametric Estimation, Optimally Jingbo Liu 31 3 0 01 Jul 2021
Distributed Nonparametric Function Estimation: Optimal Rate of Convergence and Cost of Adaptation AI T.TONYC EI Hongjiw 16 7 0 01 Jul 2021
Distributed Sparse Normal Means Estimation with Sublinear Communication Chen Amiraz Robert Krauthgamer B. Nadler FedML 13 2 0 05 Feb 2021
Optimal distributed composite testing in high-dimensional Gaussian models with 1-bit communication Botond Szabó Lasse Vuursteen Harry Van Zanten 30 6 0 09 Dec 2020
Distributed function estimation: adaptation using minimal communication Botond Szabó Harry Van Zanten 32 13 0 28 Mar 2020
Mean Estimation from One-Bit Measurements A. Kipnis John C. Duchi MQ 25 6 0 10 Jan 2019