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2001.08877
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Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms
Journal of machine learning research (JMLR), 2020
24 January 2020
T. Tony Cai
Hongjie Wei
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Papers citing
"Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms"
15 / 15 papers shown
Sequential 1-bit Mean Estimation with Near-Optimal Sample Complexity
Ivan Lau
Jonathan Scarlett
155
3
0
26 Sep 2025
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime
Neural Information Processing Systems (NeurIPS), 2024
Lasse Vuursteen
255
1
0
02 Nov 2024
Data-light Uncertainty Set Merging with Admissibility
Shenghao Qin
Jianliang He
Bowen Gang
Bowen Gang
Yin Xia
482
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
352
9
0
10 Jun 2024
Continual Mean Estimation Under User-Level Privacy
IEEE Journal on Selected Areas in Information Theory (JSAIT), 2022
Anand George
Lekshmi Ramesh
A. V. Singh
Himanshu Tyagi
FedML
196
12
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
186
0
0
30 May 2022
Distributed Nonparametric Estimation under Communication Constraints
Azeem Zaman
Botond Szabó
226
5
0
21 Apr 2022
Correlated quantization for distributed mean estimation and optimization
International Conference on Machine Learning (ICML), 2022
A. Suresh
Ziteng Sun
Jae Hun Ro
Felix X. Yu
367
18
0
09 Mar 2022
Optimal high-dimensional and nonparametric distributed testing under communication constraints
Annals of Statistics (Ann. Stat.), 2022
Botond Szabó
Lasse Vuursteen
Harry Van Zanten
457
12
0
02 Feb 2022
A Few Interactions Improve Distributed Nonparametric Estimation, Optimally
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021
Jingbo Liu
504
3
0
01 Jul 2021
Distributed Nonparametric Function Estimation: Optimal Rate of Convergence and Cost of Adaptation
Annals of Statistics (Ann. Stat.), 2021
AI T.TONYC
EI Hongjiw
149
12
0
01 Jul 2021
Distributed Sparse Normal Means Estimation with Sublinear Communication
Chen Amiraz
Robert Krauthgamer
B. Nadler
FedML
289
4
0
05 Feb 2021
Optimal distributed composite testing in high-dimensional Gaussian models with 1-bit communication
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2020
Botond Szabó
Lasse Vuursteen
Harry Van Zanten
298
7
0
09 Dec 2020
Distributed function estimation: adaptation using minimal communication
Mathematical Statistics and Learning (MSL), 2020
Botond Szabó
Harry Van Zanten
371
16
0
28 Mar 2020
Mean Estimation from One-Bit Measurements
A. Kipnis
John C. Duchi
MQ
418
12
0
10 Jan 2019
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