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PHD-NAS: Preserving helpful data to promote Neural Architecture Search 期刊论文
NEUROCOMPUTING, 2024, 卷号: 587, 页码: 14
作者:  Lu, Shun;  Hu, Yu;  Yang, Longxing;  Mei, Jilin;  Sun, Zihao;  Tan, Jianchao;  Song, Chengru
收藏  |  浏览/下载:6/0  |  提交时间:2024/12/06
Neural architecture search  Dataset optimization  Forgetting events and remembering events  
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan
收藏  |  浏览/下载:42/0  |  提交时间:2021/12/01
Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods