Search Results for author: Ken Kennedy

Found 2 papers, 1 papers with code

Synthetic Image Data for Deep Learning

no code implementations12 Dec 2022 Jason W. Anderson, Marcin Ziolkowski, Ken Kennedy, Amy W. Apon

Finally, we found that in use cases that benefit from incremental training or model specialization, pretraining a base model on synthetic images provided a sizeable reduction in the training cost of transfer learning, allowing up to 90\% of the model training to be front-loaded.

Image Classification Semantic Segmentation +1

Algebraic multigrid support vector machines

1 code implementation16 Nov 2016 Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy, Andre Luckow, Talayeh Razzaghi, Ilya Safro

The support vector machine is a flexible optimization-based technique widely used for classification problems.

General Classification

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