Designing models that are both expressive and preserve known invariances...
We show that neural networks with access to randomness can outperform
de...
Essential covers were introduced by Linial and Radhakrishnan as a model ...
We prove that at least Ω(n^0.51) hyperplanes are needed to slice all
edg...
Can deep neural networks learn to solve any task, and in particular prob...
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