65 citations · 92 across the 4 of their papers we have counts for
4 papers
Traversing Time with Multi-Resolution Gaussian Process State-Space Models
Krista Longi, Jakob Lindinger, Olaf Duennbier +3
Gaussian Process state-space models capture complex temporal dependencies in a principled manner by placing a Gaussian Process prior on the transition function. These models have a…
Beyond the Mean-Field: Structured Deep Gaussian Processes Improve the Predictive Uncertainties
Jakob Lindinger, David Reeb, Christoph Lippert +1
Deep Gaussian Processes learn probabilistic data representations for supervised learning by cascading multiple Gaussian Processes. While this model family promises flexible predict…
Many-body Multifractality throughout Bosonic Superfluid and Mott Insulator Phases
Jakob Lindinger, Andreas Buchleitner, Alberto Rodríguez
We demonstrate many-body multifractality of the Bose-Hubbard Hamiltonian's ground state in Fock space, for arbitrary values of the interparticle interaction. Generalized fractal di…
Multifractal finite-size scaling at the Anderson transition in the unitary symmetry class
Jakob Lindinger, Alberto Rodríguez
We use multifractal finite-size scaling to perform a high-precision numerical study of the critical properties of the Anderson localization-delocalization transition in the unitary…