201 citations · 1.2k across the 107 of their papers we have counts for
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cs.LG2018
Sample Compression, Support Vectors, and Generalization in Deep Learning
Christopher Snyder, Sriram Vishwanath
Even though Deep Neural Networks (DNNs) are widely celebrated for their practical performance, they possess many intriguing properties related to depth that are difficult to explai…
cs.LG2018★ 5 cited
Experimental Design for Cost-Aware Learning of Causal Graphs
Erik M. Lindgren, Murat Kocaoglu, Alexandros G. Dimakis +1
We consider the minimum cost intervention design problem: Given the essential graph of a causal graph and a cost to intervene on a variable, identify the set of interventions with…