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The frontier of simulation-based inference

Savannah Thais (Princeton University)

Many domains of science have developed complex simulations to describe phenomena of interest. While these simulations provide high-fidelity models, they are poorly suited for inference and lead to challenging inverse problems. In this talk, we will review the rapidly developing field of simulation-based inference and identify the forces giving additional momentum to the field. Finally, we will describe how the frontier is expanding so that a broad audience can appreciate the profound influence these developments may have on science.

Recorded Meeting Video:

    • 12:00 PM 12:45 PM
      The frontier of simulation-based inference 45m
      Speaker: Gilles Louppe (University of Liege)