Probabilistic Smoothing with Ratio-Monotone Transforms for Global Optimization

Kukyoung Jang, Taehyun Cho, Junrui Zhang +2

Probabilistic smoothing is a standard tool for global optimization, but existing methods rely on Gaussian kernels and specific transforms, often resulting in strong hyperparameter…