record state
frontier-ownedReview status
This finding is part of accepted frontier state. Review events, reviewable changes, and proof state explain how it can change.
unreviewed
frontiers / frontier
Finding bundle
back to stateno incoming links yet
record state
frontier-ownedThis finding is part of accepted frontier state. Review events, reviewable changes, and proof state explain how it can change.
finding statement
finding typeNo entity list is declared.
evidence
source-boundtheoretical · manual state transition
proof impact
packet context1 reviewable changes and 0 evaluation records are attached to this finding id.
Evidence and conditions
method
manual state transition
evidence type
theoretical
conditions
Provenance
source title
GPU-accelerated Bayesian inference studies (2023–2025)
authors
reviewer:will-blair
Bayesian evidence computation via nested sampling provides unbiased model selection (Bayes factors) for hypothesis testing, with recent GPU-accelerated implementations achieving 5–15× speedup over CPU methods while maintaining statistical equivalence.
vs_44e02102cd6ee102 · manual_curation
outgoing
vf_20fe821edfc8e55cGPU acceleration and neural network surrogate models both address computational bottleneck in Bayesian evidence/posterior estimation
incoming
No incoming links.
events
vev_b8c1dcf3722d3a45finding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_bb6311dde757746cfinding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation record targets this finding id.