244 citations · 508 across the 40 of their papers we have counts for
Showing 2019Show all
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cs.LG2019★ 3 cited
Less Is Better: Unweighted Data Subsampling via Influence Function
Zifeng Wang, Hong Zhu, Zhenhua Dong +2
In the time of Big Data, training complex models on large-scale data sets is challenging, making it appealing to reduce data volume for saving computation resources by subsampling.…
stat.ML2019★ 4 cited
Streaming Adaptive Nonparametric Variational Autoencoder
Tingting Zhao, Zifeng Wang, Aria Masoomi +1
We develop a data driven approach to perform clustering and end-to-end feature learning simultaneously for streaming data that can adaptively detect novel clusters in emerging data…