Search Results for author: Donghao Ren

Found 2 papers, 1 papers with code

Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences

no code implementations6 Oct 2023 Fred Hohman, Mary Beth Kery, Donghao Ren, Dominik Moritz

On-device machine learning (ML) promises to improve the privacy, responsiveness, and proliferation of new, intelligent user experiences by moving ML computation onto everyday personal devices.

Model Compression

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels

1 code implementation24 Oct 2021 Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel

The confusion matrix, a ubiquitous visualization for helping people evaluate machine learning models, is a tabular layout that compares predicted class labels against actual class labels over all data instances.

BIG-bench Machine Learning

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