Communication-Efficient Distributed Statistical Inference

Mathematics

• Bayesian Inference 100%
• Inferential Statistics 100%
• Supplementary Material 50%
• Minimax 50%
• Monte Carlo Algorithm 50%
• Markov Chain Monte Carlo 50%
• Posterior Distribution 50%
• Confidence Interval 50%
• Optimal Estimator 50%
• Global Likelihood 50%

Keyphrases

• Communication Efficiency 100%
• Distributed Statistical Inference 100%
• Surrogate Likelihood 66%
• Bayesian Inference 22%
• Regularized Estimation 22%
• Quasi-posterior 22%
• Posterior Distribution 11%
• Confidence Interval 11%
• Minimax Optimal 11%
• Computational Efficiency 11%
• Inference Problem 11%
• Markov Chain Monte Carlo Algorithm 11%
• Communication Cost 11%
• Optimal Estimator 11%
• Control Communication 11%
• Averaging Scheme 11%
• Likelihood Approximation 11%

Psychology

• Markov Chain Monte Carlo 100%