no code implementations • 2 Jun 2014 • Markus Schneider, Fabio Ramos
We tackle the problem of multi-task learning with copula process.
no code implementations • 17 Nov 2015 • Markus Schneider, Wolfgang Ertel, Günther Palm
In this work we improve the linear computational complexity and show that an $\epsilon$-accurate model can be estimated in constant time, which has significant implications for large-scale learning problems.
1 code implementation • 25 Jan 2016 • Markus Schneider, Wolfgang Ertel, Fabio Ramos
We present a novel algorithm for anomaly detection on very large datasets and data streams.
no code implementations • 22 Mar 2023 • Xiaojuan Hu, Kazi S. Amin, Markus Schneider, Carmay Lim, Dennis Salahub, Carsten Baldauf
The accuracy of classical force fields (FFs) has been shown to be limited for the simulation of cation-protein systems despite their importance in understanding the processes of life.
1 code implementation • 22 Mar 2023 • Marco Calautti, Ester Livshits, Andreas Pieris, Markus Schneider
Towards this end, we pinpoint the data complexity of why-provenance for Datalog queries and key subclasses thereof.