Only a subset of degrees of freedom are typically accessible or measurable in real-world
systems. As a consequence, the proper setting for empirical modeling is that of partially …

Predictive states for stochastic processes are a nonparametric and interpretable construct
with relevance across a multitude of modeling paradigms. Recent progress on the self …

Previously, we showed that computational mechanic's causal states--predictively-equivalent
trajectory classes for a stochastic dynamical system--can be cast into a reproducing kernel …

Recording the undersea three-dimensional bioacoustic sound field in real-time promises
major benefits to marine behavior studies. We describe a novel hydrophone array---the …

Reproducing kernel Hilbert spaces cannot contain all continuous functions on a compact
metric space | Archiv der Mathematik Skip to main content SpringerLink Account Menu Find …

Natural systems are regularly" far from equilibrium:" transient, dynamical, and in constant
interaction with their environments. These systems are often complex, comprising many …