91 citations · 178 across the 17 of their papers we have counts for
Showing 2017 · stat.MLShow all
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stat.ML2017★ 11 cited
Optimal Sub-sampling with Influence Functions
Daniel Ting, Eric Brochu
Sub-sampling is a common and often effective method to deal with the computational challenges of large datasets. However, for most statistical models, there is no well-motivated ap…
stat.ML2017
Adaptive Threshold Sampling
Daniel Ting
Sampling is a fundamental problem in computer science and statistics. However, for a given task and stream, it is often not possible to choose good sampling probabilities in advanc…