9 citations · 10 across the 2 of their papers we have counts for
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cs.LG2018
Streaming Kernel PCA with Random Features
Enayat Ullah, Poorya Mianjy, Teodor V. Marinov +1
We study the statistical and computational aspects of kernel principal component analysis using random Fourier features and show that under mild assumptions, f…
cs.LG2018
On the Implicit Bias of Dropout
Poorya Mianjy, Raman Arora, Rene Vidal
Algorithmic approaches endow deep learning systems with implicit bias that helps them generalize even in over-parametrized settings. In this paper, we focus on understanding such a…