924 citations · 1.8k across the 26 of their papers we have counts for
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math.NA2023
Sharp Taylor Polynomial Enclosures in One Dimension
Matthew Streeter, Joshua V. Dillon
It is often useful to have polynomial upper or lower bounds on a one-dimensional function that are valid over a finite interval, called a trust region. A classical way to produce p…
cs.LG2023
Federated Variational Inference: Towards Improved Personalization and Generalization
Elahe Vedadi, Joshua V. Dillon, Philip Andrew Mansfield +3
Conventional federated learning algorithms train a single global model by leveraging all participating clients' data. However, due to heterogeneity in client generative distributio…