38 citations · 38 across the 2 of their papers we have counts for
2 papers
cs.DC2023
Near-Linear Scaling Data Parallel Training with Overlapping-Aware Gradient Compression
Lin Meng, Yuzhong Sun, Weimin Li
Existing Data Parallel (DP) trainings for deep neural networks (DNNs) often experience limited scalability in speedup due to substantial communication overheads. While Overlapping…
cs.IR2014★ 38 cited
Promoting cold-start items in recommender systems
Jin-Hu Liu, Tao Zhou, Zi-Ke Zhang +3
As one of major challenges, cold-start problem plagues nearly all recommender systems. In particular, new items will be overlooked, impeding the development of new products online.…