Online Inference with Multi-modal Likelihood Functions

Mathieu Gerber, Kari Heine

Let $(Y_t{)}_{t\ge 1}$ be a sequence of i.i.d.\ observations and $\{f_{\theta },\theta \in {\mathbb{R}}^d\}$ be a parametric model. We introduce a new online algorithm for computing a sequence $(\h…