Information-geometric optimization algorithms

OllivierYann, ArnoldLudovic, AugerAnne, HansenNikolaus · Journal of Machine Learning Research · 2017

We present a canonical way to turn any smooth parametric family of probability distributions on an arbitrary search space X into a continuous-time black-box optimization method on X, the informatio...

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