Search Results for author: Yingyan Zeng

Found 2 papers, 1 papers with code

Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing

no code implementations10 Oct 2023 Yingyan Zeng, Xiaoyu Chen, Ran Jin

It is challenging but important to save annotation efforts in streaming data acquisition to maintain data quality for supervised learning base learners.

Active Learning Decision Making +1

ModelPred: A Framework for Predicting Trained Model from Training Data

1 code implementation24 Nov 2021 Yingyan Zeng, Jiachen T. Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia

In this work, we propose ModelPred, a framework that helps to understand the impact of changes in training data on a trained model.

Data Valuation Memorization

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