Ahnjae Shin

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 5

Top Topics

Parameter Optimization

Top Venues

Proc. VLDB Endow.

USENIX Annual Technical Conference

Publications

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) (2022)
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 Annual Technical Conference (2021)
Ahnjae Shin, Do Yoon Kim, Joo Seong Jeong, Byung-Gon Chun
Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees. CoRR (2020)
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 (2019)
Ahnjae Shin, JongHwan Oh, Joonhwan Lee
Apprentice of Oz: Human in the Loop System for Conversational Robot Wizard of Oz. HRI (2019)