Search Results for author: Markus Schneider

Found 5 papers, 2 papers with code

The Complexity of Why-Provenance for Datalog Queries

1 code implementation22 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.

System-specific parameter optimization for non-polarizable and polarizable force fields

no code implementations22 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.

Constant Time EXPected Similarity Estimation using Stochastic Optimization

no code implementations17 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.

Anomaly Detection Stochastic Optimization

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