conftrace_

distributed estimation

10 papers

Explore in graph

Co-occurring keywords

parameter estimation (274) minimax rate (87) gaussian distribution (127) communication constraint (23) distributed parameter estimation (2) distributed learning (563) mean-square deviation (1) discrete distribution (49) distributed statistical estimation (2) markov random field (303)

Papers

Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms JMLR 2024
Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints NIPS 2023
Distributed Estimation with Multiple Samples per User: Sharp Rates and Phase Transition NIPS 2021
DUAL-LOCO: Distributing Statistical Estimation Using Random Projections AISTATS 2016
Extending Gossip Algorithms to Distributed Estimation of U-statistics NIPS 2015
On Communication Cost of Distributed Statistical Estimation and Dimensionality NIPS 2014
Distributed Parameter Estimation in Probabilistic Graphical Models NIPS 2014
Online Learning of Dynamic Parameters in Social Networks NIPS 2013
Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods AISTATS 2013
Fast Weighted Exponential Product Rules for Robust General Multi-Robot Data Fusion RSS 2012