14 citations · 26 across the 4 of their papers we have counts for
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cs.LG2022★ 14 cited
DC-BENCH: Dataset Condensation Benchmark
Justin Cui, Ruochen Wang, Si Si +1
Dataset Condensation is a newly emerging technique aiming at learning a tiny dataset that captures the rich information encoded in the original dataset. As the size of datasets con…
cs.LG2016
Communication-Efficient Parallel Block Minimization for Kernel Machines
Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon
Kernel machines often yield superior predictive performance on various tasks; however, they suffer from severe computational challenges. In this paper, we show how to overcome the…