1 citations · 1 across the 2 of their papers we have counts for
3 papers · 1 filter
Knots in random neural networks
Kevin K. Chen, Anthony C. Gamst, Alden K. Walker
The weights of a neural network are typically initialized at random, and one can think of the functions produced by such a network as having been generated by a prior over some fun…
Estimating the Operating Characteristics of Ensemble Methods
Anthony Gamst, Jay-Calvin Reyes, Alden Walker
In this paper we present a technique for using the bootstrap to estimate the operating characteristics and their variability for certain types of ensemble methods. Bootstrapping a…
The energy landscape of a simple neural network
Anthony Collins Gamst, Alden Walker
We explore the energy landscape of a simple neural network. In particular, we expand upon previous work demonstrating that the empirical complexity of fitted neural networks is vas…