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Kristian Kersting | Researchclopedia

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Kristian Kersting

Hess (United States)ORCID

567

Works

9,751

Citations

52

h-index

193

i10-index

Research Topics

Bayesian Modeling and Causal Inference Explainable Artificial Intelligence (XAI)Topic Modeling

Affiliations

Vassar College2008–2008

University of Bonn2010–2021

University of Freiburg2001–2012

Hess (United States)2022–2025

TU Dortmund University2014–2021

Top Works

Most likely heteroscedastic Gaussian process regression

Kristian Kersting,Christian Plagemann,et al.

2007309 citations

Machine Learning and Data Classification

Machine Learning and Algorithms

Large pre-trained language models contain human-like biases of what is right and wrong to do

Patrick Schramowski,Cigdem Turan,et al.

2022269 citations

Propagation kernels: efficient graph kernels from propagated information

Marion Neumann,Roman Garnett,et al.

2015218 citations

Benjamin Hilprecht,Andreas Schmidt,et al.

2020204 citations

Explanatory Interactive Machine Learning

Stefano Teso,Kristian Kersting

2019188 citations

Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions

Matheus Thomas Kuśka,Mirwaes Wahabzada,et al.

2015185 citations

Lifted probabilistic inference with counting formulas

Brian Milch,Luke Zettlemoyer,et al.

2008177 citations

Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

Luc De Raedt,Kristian Kersting,et al.

2016174 citations

Bayesian Logic Programs

Kristian Kersting,Luc De Raedt

2001167 citations