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Taking federated analytics from theory to practice
Graham Cormode · Alessandra Tosi

Fri Dec 09 02:20 AM -- 02:35 AM (PST) @
in Challenges in Deploying and Monitoring Machine Learning Systems »

Author Information

Graham Cormode (Meta AI)
Alessandra Tosi (Mind Foundry)

Alessandra Tosi is a Machine Learning research scientist at Mind Foundry, an Oxford University spin out company. Her research interest falls in the area of probabilistic models, with a particular focus on Gaussian Process based techniques and latent variable models. She is interested in the underlying geometry of probabilistic models, with a special attention to the behaviour of metrics in Probabilistic Geometries. In her work a great attention is paid to data visualization and interpretability of these models.

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