52 citations · 85 across the 8 of their papers we have counts for
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cs.LG2018★ 52 cited
Low Latency Privacy Preserving Inference
Alon Brutzkus, Oren Elisha, Ran Gilad-Bachrach
When applying machine learning to sensitive data, one has to find a balance between accuracy, information security, and computational-complexity. Recent studies combined Homomorphi…
cs.LG2018★ 2 cited
Wavelet Decomposition of Gradient Boosting
Shai Dekel, Oren Elisha, Ohad Morgan
In this paper we introduce a significant improvement to the popular tree-based Stochastic Gradient Boosting algorithm using a wavelet decomposition of the trees. This approach is b…