most citedA Convolutional Neural Network for Language-Agnostic Source Code Summarization

4 citations · 12 across the 4 of their papers we have counts for

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cs.LG2022★ 3 cited

Backpropagation Clipping for Deep Learning with Differential Privacy

Timothy Stevens, Ivoline C. Ngong, David Darais +3

We present backpropagation clipping, a novel variant of differentially private stochastic gradient descent (DP-SGD) for privacy-preserving deep learning. Our approach clips each tr…

cs.LG2019★ 4 cited

A Language-Agnostic Model for Semantic Source Code Labeling

Ben Gelman, Bryan Hoyle, Jessica Moore +2

Code search and comprehension have become more difficult in recent years due to the rapid expansion of available source code. Current tools lack a way to label arbitrary code at sc…