13 citations · 26 across the 17 of their papers we have counts for
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cs.LG2021★ 4 cited
Towards Lower Bounds on the Depth of ReLU Neural Networks
Christoph Hertrich, Amitabh Basu, Marco Di Summa +1
We contribute to a better understanding of the class of functions that can be represented by a neural network with ReLU activations and a given architecture. Using techniques from…
cs.LG2020★ 13 cited
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size
Christoph Hertrich, Martin Skutella
The development of a satisfying and rigorous mathematical understanding of the performance of neural networks is a major challenge in artificial intelligence. Against this backgrou…