Replication Package for Central Moment Analysis in Probabilistic Programs

A replication package for the research article 'Central Moment Analysis for Cost Accumulators in Probabilistic Programs'. The data likely contains results or code supporting the analysis of cost distributions in probabilistic programs. It is authored by Di Wang from Carnegie Mellon University and published on paperswithcode.

Use Cases

• Replicating central moment analysis experiments from the associated paper (inferred from domain, verify after download)
• Benchmarking new cost analysis techniques for probabilistic programs (inferred from domain, verify after download)
• Studying the distribution of resource usage in program executions (inferred from domain, verify after download)

Strengths

• Published on the paperswithcode platform, which is associated with machine learning research.
• Authored by a researcher from Carnegie Mellon University.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• The license is listed as 'closed', which may restrict usage.

Provenance

Source

paperswithcode

Collection Method

Created as a replication package for a research article.