38 citations · 112 across the 10 of their papers we have counts for
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cs.LG2020
Space of Functions Computed by Deep-Layered Machines
Alexander Mozeika, Bo Li, David Saad
We study the space of functions computed by random-layered machines, including deep neural networks and Boolean circuits. Investigating the distribution of Boolean functions comput…
physics.soc-ph2020
The Futility of Being Selfish -- The Impact of Selfish Routing on Uncoordinated and Optimized Transportation Networks
Ho Fai Po, Chi Ho Yeung, David Saad
Optimizing traffic flow is essential for easing congestion. However, even when globally-optimal, coordinated and individualized routes are provided, users may choose alternative ro…
physics.soc-ph2020
Reducing urban traffic congestion due to localized routing decisions
Bo Li, David Saad, Andrey Y. Lokhov
Balancing traffic flow by influencing drivers' route choices to alleviate congestion is becoming increasingly more appealing in urban traffic planning. Here, we introduce a discret…