364 citations · 572 across the 21 of their papers we have counts for
Showing 2016 · cs.LGShow all
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cs.LG2016
Tensorial Mixture Models
Or Sharir, Ronen Tamari, Nadav Cohen +1
Casting neural networks in generative frameworks is a highly sought-after endeavor these days. Contemporary methods, such as Generative Adversarial Networks, capture some of the ge…
cs.LG2016
On the Sample Complexity of End-to-end Training vs. Semantic Abstraction Training
Shai Shalev-Shwartz, Amnon Shashua
We compare the end-to-end training approach to a modular approach in which a system is decomposed into semantically meaningful components. We focus on the sample complexity aspect,…