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Ahnjae Shin

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2020 – today

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2022
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Ahnjae Shin, Joo Seong Jeong, Do Yoon Kim, Soyoung Jung, Byung-Gon Chun:
Hippo: Sharing Computations in Hyper-Parameter Optimization. Proc. VLDB Endow. 15(5): 1038-1052 (2022)
2021
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Gyewon Lee, Irene Lee, Hyeonmin Ha, Kyung-Geun Lee, Hwarim Hyun, Ahnjae Shin, Byung-Gon Chun:
Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training. USENIX ATC 2021: 537-550
2020
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  - journals/corr/abs-2006-11972
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Ahnjae Shin, Do Yoon Kim, Joo Seong Jeong, Byung-Gon Chun:
Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees. CoRR abs/2006.11972 (2020)

2010 – 2019

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2019
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Ahnjae Shin, JongHwan Oh, Joonhwan Lee:
Apprentice of Oz: Human in the Loop System for Conversational Robot Wizard of Oz. HRI 2019: 516-517
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  - journals/corr/abs-1911-10504
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Ahnjae Shin, Dongjin Shin, Sungwoo Cho, Do Yoon Kim, Eunji Jeong, Gyeong-In Yu, Byung-Gon Chun:
Stage-based Hyper-parameter Optimization for Deep Learning. CoRR abs/1911.10504 (2019)

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