An efficient solver for designing optimal sampling schemes

2021/11/10 by Filip Elvander, Elvander, Filip, Johan Swärd +3
Computer Science · Decision Sciences · #Advanced Statistical Process Monitoring #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #Signal Processing (eess.SP) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering

paper · pdf · doi:10.48550/arxiv.2111.05579

openalex publication_date 2021/11/10 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

In this short paper, we describe an efficient numerical solver for the optimal sampling problem considered in "Designing Sampling Schemes for Multi-Dimensional Data". An implementation may be found on https://www.maths.lu.se/staff/andreas-jakobsson/publications/.

Related

• Designing Sampling Schemes for Multi-Dimensional Data
• A Latent Slice Sampling Algorithm
• The OS* Algorithm: a Joint Approach to Exact Optimization and Sampling
• Simple, Optimal Algorithms for Random Sampling Without Replacement
• Decomposition Sampling applied to Parallelization of Metropolis-Hastings