New Method Simplifies Entropy Estimation in Bayesian Experimental Design

Surrogate method builds density via Monte Carlo sampling and computes entropy, slashing costly likelihood evaluations for Bayesian experimental design. getnews.me/new-method-simplifies-en... #bayesiandesign #entropy

Gradient‑Free Sequential Bayesian Design via Particle Systems

A gradient‑free framework merges Ensemble Kalman Inversion with an Affine‑Invariant Langevin Dynamics sampler, avoiding gradient calculations and achieving comparable performance. getnews.me/gradient-free-sequential... #bayesiandesign #gradientfree