Ahnjae Shin

According to our database, Ahnjae Shin authored at least 5 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Hippo: Sharing Computations in Hyper-Parameter Optimization.

Ahnjae Shin, Joo Seong Jeong, Do Yoon Kim, Soyoung Jung, Byung-Gon Chun

Proc. VLDB Endow., 2022

2021

Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training.

Gyewon Lee, Irene Lee, Hyeonmin Ha, Kyung-Geun Lee, Hwarim Hyun, Ahnjae Shin, Byung-Gon Chun

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

2020

Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees.

Ahnjae Shin, Do Yoon Kim, Joo Seong Jeong, Byung-Gon Chun

CoRR, 2020

2019

Stage-based Hyper-parameter Optimization for Deep Learning.

Ahnjae Shin, Dongjin Shin, Sungwoo Cho, Do Yoon Kim, Eunji Jeong, Gyeong-In Yu, Byung-Gon Chun

CoRR, 2019

Apprentice of Oz: Human in the Loop System for Conversational Robot Wizard of Oz.

Ahnjae Shin, JongHwan Oh, Joonhwan Lee

Proceedings of the 14th ACM/IEEE International Conference on Human-Robot Interaction, 2019