2 papers
cs.LG2022
There is a Singularity in the Loss Landscape
Mark Lowell
Despite the widespread adoption of neural networks, their training dynamics remain poorly understood. We show experimentally that as the size of the dataset increases, a point form…
q-bio.PE2021
Graph topology determines coexistence in the rock-paper-scissors system
Mark Lowell
Species survival in the May-Leonard system is determined by the mobility, with a critical mobility threshold between long-term coexistence and extinction. We show experime…