Search Results for author: Shuran Zheng

Found 2 papers, 0 papers with code

Truthful Dataset Valuation by Pointwise Mutual Information

no code implementations28 May 2024 Shuran Zheng, Yongchan Kwon, Xuan Qi, James Zou

A common way to evaluate a dataset in ML involves training a model on this dataset and assessing the model's performance on a test set.

Data Valuation

Federated Learning as a Network Effects Game

no code implementations16 Feb 2023 Shengyuan Hu, Dung Daniel Ngo, Shuran Zheng, Virginia Smith, Zhiwei Steven Wu

Federated Learning (FL) aims to foster collaboration among a population of clients to improve the accuracy of machine learning without directly sharing local data.

Federated Learning

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