Abstract: I provide an overview of FCAI Agile probabilistic AI research program, which develops interactive and AI-assisted processes for building new AI models with practical probabilistic programming. I also discuss common themes in existing workflow patterns in Bayesian statistics and machine learning, and ideas how to assist a user through the complete workflow so that the user expertise is maximally exploited and made stronger.

Speaker: Aki Vehtari

Affiliation: Associate Professor in computational probabilistic modeling, Aalto University

Place of Seminar: Lecture Hall T6, Konemiehentie 2, Aalto University