no code implementations • 9 Jun 2022 • Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis
ScatterSample employs a sampling module termed DiverseUncertainty to collect instances with large uncertainty from different regions of the sample space for labeling.
2 code implementations • 28 Mar 2022 • Hongkuan Zhou, Da Zheng, Israt Nisa, Vasileios Ioannidis, Xiang Song, George Karypis
Our temporal parallel sampler achieves an average of 173x speedup on a multi-core CPU compared with the baselines.