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Sangho Yeo
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2020 – today
- 2023
- [j5]Sangho Yeo, Minho Bae, Minjoong Jeong, Oh-Kyoung Kwon, Sangyoon Oh:
Crossover-SGD: A gossip-based communication in distributed deep learning for alleviating large mini-batch problem and enhancing scalability. Concurr. Comput. Pract. Exp. 35(15) (2023) - 2022
- [j4]Juwon Park, Daegun Yoon, Sangho Yeo, Sangyoon Oh:
AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices. J. Parallel Distributed Comput. 170: 13-23 (2022) - 2021
- [j3]Minho Bae, Sangho Yeo, Gyudong Park, Sangyoon Oh:
Novel data-placement scheme for improving the data locality of Hadoop in heterogeneous environments. Concurr. Comput. Pract. Exp. 33(18) (2021) - [j2]Seungjun Lee, Daegun Yoon, Sangho Yeo, Sangyoon Oh:
Mitigating Cold Start Problem in Serverless Computing with Function Fusion. Sensors 21(24): 8416 (2021) - [j1]Sangho Yeo, Sangyoon Oh, Min Su Lee:
Accelerated deep reinforcement learning with efficient demonstration utilization techniques. World Wide Web 24(4): 1275-1297 (2021) - 2020
- [c4]Sangho Yeo, Seungjun Lee, Boreum Choi, Sangyoon Oh:
Integrate multi-agent simulation environment and multi-agent reinforcement learning (MARL) for real-world scenario. ICTC 2020: 523-525 - [i1]Sangho Yeo, Minho Bae, Minjoong Jeong, Oh-Kyoung Kwon, Sangyoon Oh:
Crossover-SGD: A gossip-based communication in distributed deep learning for alleviating large mini-batch problem and enhancing scalability. CoRR abs/2012.15198 (2020)
2010 – 2019
- 2019
- [c3]Sangho Yeo, Sangyoon Oh, Min Su Lee:
Accelerating Deep Reinforcement Learning Using Human Demonstration Data Based on Dual Replay Buffer Management and Online Frame Skipping. BigComp 2019: 1-8 - [c2]Minho Bae, Minjoong Jeong, Sangho Yeo, Sangyoon Oh, Oh-Kyoung Kwon:
I/O Performance Evaluation of Large-Scale Deep Learning on an HPC System. HPCS 2019: 436-439 - 2018
- [c1]Minsub Kim, Minho Bae, Sangho Yeo, Gyudong Park, Sangyoon Oh:
Decentralized Message Broker Federation Architecture with Multiple DHT Rings for High Survivability. ICCSA (5) 2018: 218-226
Coauthor Index
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