69 citations · 217 across the 26 of their papers we have counts for
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cs.CV2018★ 19 cited
Memorization in Overparameterized Autoencoders
Adityanarayanan Radhakrishnan, Karren Yang, Mikhail Belkin +1
The ability of deep neural networks to generalize well in the overparameterized regime has become a subject of significant research interest. We show that overparameterized autoenc…
cs.CV2017★ 5 cited
Patchnet: Interpretable Neural Networks for Image Classification
Adityanarayanan Radhakrishnan, Charles Durham, Ali Soylemezoglu +1
Understanding how a complex machine learning model makes a classification decision is essential for its acceptance in sensitive areas such as health care. Towards this end, we pres…