no code implementations • 12 Jul 2023 • Stefano Favaro, Boris Hanin, Domenico Marinucci, Ivan Nourdin, Giovanni Peccati
We study the distribution of a fully connected neural network with random Gaussian weights and biases in which the hidden layer widths are proportional to a large constant $n$.
no code implementations • 9 Feb 2021 • Soukaina Douissi, Khalifa Es-Sebaiy, George Kerchev, Ivan Nourdin
Let $Z:=\{Z_t, t\geq0\}$ be a stationary Gaussian process.
Gaussian Processes Statistics Theory Probability Statistics Theory