Kristian Kersting

Available identifiers

zbMath Open kersting.kristianMaRDI QIDQ298352

List of research outcomes

Publication	Date of Publication	Type
\(\alpha\)ILP: thinking visual scenes as differentiable logic programs	2023-06-27	Paper
Estimating the importance of relational features by using gradient boosting	2022-10-13	Paper
Conditional sum-product networks: modular probabilistic circuits via gate functions	2022-01-20	Paper
Structure learning for relational logistic regression: an ensemble approach	2021-11-01	Paper
Anisotropic hyperelastic constitutive models for finite deformations combining material theory and data-driven approaches with application to cubic lattice metamaterials	2021-06-17	Paper
Relational restricted Boltzmann machines: a probabilistic logic learning approach	2021-02-08	Paper
A unifying view of explicit and implicit feature maps of graph kernels	2021-01-15	Paper
Relational linear programming	2017-02-22	Paper
Propagation kernels: efficient graph kernels from propagated information	2016-06-20	Paper
Statistical Relational Artificial Intelligence: Logic, Probability, and Computation	2016-05-10	Paper
https://portal.mardi4nfdi.de/entity/Q2788375	2016-02-19	Paper
Gradient-based boosting for statistical relational learning: the Markov logic network and missing data cases	2015-12-02	Paper
Poisson dependency networks: gradient boosted models for multivariate count data	2015-10-23	Paper
Boosted Statistical Relational Learners	2015-05-05	Paper
Dimension Reduction via Colour Refinement	2014-10-08	Paper
https://portal.mardi4nfdi.de/entity/Q5405238	2014-04-01	Paper
Exploiting symmetries for scaling loopy belief propagation and relational training	2013-10-22	Paper
Pairwise Markov Logic	2013-06-14	Paper
Gradient-based boosting for statistical relational learning: the relational dependency network case	2012-07-31	Paper
A Bayesian regression approach to terrain mapping and an application to legged robot locomotion	2012-07-30	Paper
Decision-theoretic planning with generalized first-order decision diagrams	2012-05-23	Paper
Descriptive matrix factorization for sustainability. Adopting the principle of opposites	2012-04-11	Paper
https://portal.mardi4nfdi.de/entity/Q3174087	2011-10-12	Paper
Probabilistic Inductive Querying Using ProbLog	2010-12-22	Paper
https://portal.mardi4nfdi.de/entity/Q3624004	2009-04-28	Paper
Compressing probabilistic Prolog programs	2009-03-31	Paper
https://portal.mardi4nfdi.de/entity/Q3598930	2009-02-03	Paper
https://portal.mardi4nfdi.de/entity/Q5456754	2008-04-14	Paper
Probabilistic Inductive Logic Programming	2008-03-28	Paper
Relational Sequence Learning	2008-03-28	Paper
Basic Principles of Learning Bayesian Logic Programs	2008-03-28	Paper
Machine Learning: ECML 2004	2008-03-14	Paper
Revising Probabilistic Prolog Programs	2007-11-15	Paper
Relational Sequence Alignments and Logos	2007-11-15	Paper
https://portal.mardi4nfdi.de/entity/Q5395189	2006-11-02	Paper
Inductive Logic Programming	2006-10-19	Paper
Algorithmic Learning Theory	2005-08-18	Paper
https://portal.mardi4nfdi.de/entity/Q4796150	2003-03-02	Paper
https://portal.mardi4nfdi.de/entity/Q4796151	2003-03-02	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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MaRDI profile type	MaRDI person profile
instance of	human

This page was built for person: Kristian Kersting