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Personalized DP-SGD using Sampling Mechanisms


May 24, 2023
Geon Heo, Junseok Seo, Steven Euijong Whang

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* 10 pages, 5 figures 

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Redactor: Targeted Disinformation Generation using Probabilistic Decision Boundaries


Feb 07, 2022
Geon Heo, Steven Euijong Whang

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* 9 pages, 7 figures 

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Responsible AI Challenges in End-to-end Machine Learning


Jan 15, 2021
Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo

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Inspector Gadget: A Data Programming-based Labeling System for Industrial Images


Apr 07, 2020
Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Euijong Whang

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* 10 pages, 12 figures 

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A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective


Nov 08, 2018
Yuji Roh, Geon Heo, Steven Euijong Whang

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* 19 pages 

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