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07/01/2021
Scalable Node-Disjoint and Edge-Disjoint Multi-wavelength Routing
Probabilistic message-passing algorithms are developed for routing trans...
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04/19/2020
The Space of Functions Computed By Deep Layered Machines
We study the space of Boolean functions computed by random layered machi...
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12/29/2019
Scalable Influence Estimation Without Sampling
In a diffusion process on a network, how many nodes are expected to be i...
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10/13/2019
Large Deviation Analysis of Function Sensitivity in Random Deep Neural Networks
Mean field theory has been successfully used to analyze deep neural netw...
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08/10/2018