62 citations · 315 across the 28 of their papers we have counts for
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stat.ML2017
If it ain't broke, don't fix it: Sparse metric repair
Anna C. Gilbert, Lalit Jain
Many modern data-intensive computational problems either require, or benefit from distance or similarity data that adhere to a metric. The algorithms run faster or have better perf…
stat.ML2017
Towards Understanding the Invertibility of Convolutional Neural Networks
Anna C. Gilbert, Yi Zhang, Kibok Lee +2
Several recent works have empirically observed that Convolutional Neural Nets (CNNs) are (approximately) invertible. To understand this approximate invertibility phenomenon and how…