Gradient-based samplers are unified as discretized continuous dynamics with Metropolis correction, and randomized step sizes are proposed as a practical fix for funnel-like targets.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.CO 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
From Continuous Dynamics to Practical Gradient-Based Samplers
Gradient-based samplers are unified as discretized continuous dynamics with Metropolis correction, and randomized step sizes are proposed as a practical fix for funnel-like targets.