2 problems

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The higher-order interaction hypothesis for the success of state-of-the-art deep learning models
Higher-order interactions (HOIs) are interactions involving more than two components in a complex system. Non-linear activation functions incorporating HOIs are related to attentio…
Conjectureopendeep-learning higher-order-interactions neural-networksarXiv posted 2 days ago
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Conjectures on bistable and endemic behavior in the simplicial SIS model
Behaviors in the bistable and endemic domains. For the simplicial SIS model, in the bistable domain and at fixed $\beta_2$ , the domain of attraction of the disease-free equilibrium…
Conjectureopenepidemic-models higher-order-interactions stability-theoryarXiv posted 2 days ago

The higher-order interaction hypothesis for the success of state-of-the-art deep learning models