HiSS sampling uses logistic bridging in a Metropolis-within-Gibbs framework to enable transitions between disconnected modes while preserving the target discrete distribution.
qDMALA(θ(t) |eθ(t−1))·exp ( − ( √ d+ 1) η diam(Θ) ) · Z(eθ(t−1)) Z(eθ(t)) # ≥ LY t=1
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Slithering Through Gaps: Capturing Discrete Isolated Modes via Logistic Bridging
HiSS sampling uses logistic bridging in a Metropolis-within-Gibbs framework to enable transitions between disconnected modes while preserving the target discrete distribution.