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Competition over data: how does data purchase affect users?


Jan 26, 2022
Yongchan Kwon, Antonio Ginart, James Zou


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Submix: Practical Private Prediction for Large-Scale Language Models


Jan 04, 2022
Antonio Ginart, Laurens van der Maaten, James Zou, Chuan Guo


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MLDemon: Deployment Monitoring for Machine Learning Systems


May 05, 2021
Antonio Ginart, Martin Zhang, James Zou


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Competing AI: How competition feedback affects machine learning


Oct 02, 2020
Antonio Ginart, Eva Zhang, Yongchan Kwon, James Zou

* Manuscript 

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Mixed Dimension Embeddings with Application to Memory-Efficient Recommendation Systems


Sep 25, 2019
Antonio Ginart, Maxim Naumov, Dheevatsa Mudigere, Jiyan Yang, James Zou


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Making AI Forget You: Data Deletion in Machine Learning


Jul 11, 2019
Antonio Ginart, Melody Guan, Gregory Valiant, James Zou


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