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Frontiers Of Science 2022

The AI Revolution: Using artificial
intelligence for socially responsible science

Frontiers of Science 2022, The AI Revolution: Using artificial intelligence for socially responsible science

Bioinformatics and Machine Learning for Bioinformatics and Weather Prediction

January 22, 2022

Presented by Jia Li
Professor of statistics and computer science at Penn State

Image
Jia Li.

Data is often produced by multiple sources through various modalities, resulting in substantially different predictions. In this talk, Li will introduce methods developed to combine clustering results and generate synthetic ensembled images, the former applied to single-cell data analysis and the latter to address needs in weather forecasting systems. These methods exploit mathematical tools such as optimal transport and the Wasserstein barycenter.