Abstract: We develop an efficient computational solution to train deep neural networks (DNN) with free-form activation functions. To make the problem well-posed, we augment the cost functional of the ...

In this video, I showcase how to build a waterfall side table using tools such as a router table, center finding ruler, corner clamps, drilling guide block, Ryoba saw, dowel jig, dowel points, and ...

Abstract: We introduce a framework for construction of non-separable multivariate splines that are geometrically tailored for general sampling lattices. Voronoi splines are B-spline-like elements that ...

Fit hidden Markov models using Template Model Builder (TMB): flexible state-dependent distributions, transition probability structures, random effects, and smoothing splines.