| Publication | Date of Publication | Type |
|---|
| Desirability foundations of robust rational decision making | 2024-01-26 | Paper |
| Approximating counterfactual bounds while fusing observational, biased and randomised data sources | 2023-11-16 | Paper |
| Correlated product of experts for sparse Gaussian process regression | 2023-06-27 | Paper |
| Nonlinear desirability theory | 2023-06-20 | Paper |
| Connecting classical finite exchangeability to quantum theory | 2023-06-06 | Paper |
| Quantum indistinguishability through exchangeability | 2022-12-08 | Paper |
| Nonlinear desirability as a linear classification problem | 2022-12-08 | Paper |
| Information algebras in the theory of imprecise probabilities, an extension | 2022-11-02 | Paper |
| Algebras of sets and coherent sets of gambles | 2022-06-15 | Paper |
| Why we should interpret density matrices as moment matrices: the case of (in)distinguishable particles and the emergence of classical reality | 2022-03-08 | Paper |
| Information algebras in the theory of imprecise probabilities | 2022-02-22 | Paper |
| The weirdness theorem and the origin of quantum paradoxes | 2021-12-27 | Paper |
| Quantum indistinguishability through exchangeable desirable gambles | 2021-05-10 | Paper |
| Recursive estimation for sparse Gaussian process regression | 2020-10-01 | Paper |
| Imprecise Dirichlet process with application to the hypothesis test on the probability that \(X \leq Y\) | 2019-08-28 | Paper |
| Hierarchical estimation of parameters in Bayesian networks | 2019-05-24 | Paper |
| Sum-of-squares for bounded rationality | 2019-02-20 | Paper |
| Approximate structure learning for large Bayesian networks | 2018-12-07 | Paper |
| Bayesian network data imputation with application to survival tree analysis | 2018-08-15 | Paper |
| Entropy-based pruning for learning Bayesian networks using BIC | 2018-06-27 | Paper |
| Efficient learning of bounded-treewidth Bayesian networks from complete and incomplete data sets | 2018-06-15 | Paper |
| Approximate structure learning for large Bayesian networks | 2018-05-07 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4636986 | 2018-04-17 | Paper |
| Efficient learning of bounded-treewidth Bayesian networks from complete and incomplete data sets | 2018-04-01 | Paper |
| Statistical comparison of classifiers through Bayesian hierarchical modelling | 2018-02-02 | Paper |
| A Gleason-type theorem for any dimension based on a gambling formulation of quantum mechanics | 2018-01-08 | Paper |
| A polarity theory for sets of desirable gambles | 2017-05-26 | Paper |
| Quantum rational preferences and desirability | 2016-10-21 | Paper |
| Reliable survival analysis based on the Dirichlet process | 2016-05-04 | Paper |
| Prior near ignorance for inferences in thek-parameter exponential family | 2016-01-04 | Paper |
| Learning extended tree augmented naive structures | 2015-12-03 | Paper |
| On the complexity of solving polytree-shaped limited memory influence diagrams with binary variables | 2015-08-27 | Paper |
| Reliable survival analysis based on the Dirichlet process | 2015-08-22 | Paper |
| Approximate credal network updating by linear programming with applications to decision making | 2015-05-15 | Paper |
| Extended Tree Augmented Naive Classifier | 2015-01-14 | Paper |
| Min-BDeu and Max-BDeu Scores for Learning Bayesian Networks | 2015-01-14 | Paper |
| Probabilistic graphical models | 2014-08-12 | Paper |
| Classification | 2014-08-12 | Paper |
| Comments on ``Imprecise probability models for learning multinomial distributions from data. applications to learning credal networks | 2014-07-29 | Paper |
| Approximating Credal Network Inferences by Linear Programming | 2013-08-05 | Paper |
| Updating credal networks is approximable in polynomial time | 2013-06-13 | Paper |
| Evaluating credal classifiers by utility-discounted predictive accuracy | 2013-06-13 | Paper |
| Solving Limited Memory Influence Diagrams | 2012-08-27 | Paper |
| A model of prior ignorance for inferences in the one-parameter exponential family | 2012-05-18 | Paper |
| Bayesian Networks with Imprecise Probabilities: Theory and Application to Classification | 2012-02-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3096123 | 2011-11-08 | Paper |
| Epistemic irrelevance in credal nets: the case of imprecise Markov trees | 2011-01-31 | Paper |
| Inference and risk measurement with the pari-mutuel model | 2011-01-31 | Paper |
| Decision-theoretic specification of credal networks: a unified language for uncertain modeling with sets of Bayesian networks | 2010-04-07 | Paper |
| Limits of learning about a categorical latent variable under prior near-ignorance | 2010-04-07 | Paper |
| KI 2003: Advances in Artificial Intelligence | 2010-03-03 | Paper |
| Distribution of mutual information from complete and incomplete data | 2008-11-26 | Paper |
| Learning about a Categorical Latent Variable under Prior Near-Ignorance | 2007-05-29 | Paper |
| Fast algorithms for robust classification with Bayesian nets | 2007-05-18 | Paper |
| Notes on ``Notes on conditional previsions | 2007-05-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3416157 | 2007-01-19 | Paper |
| Robust inference of trees | 2006-04-04 | Paper |
| Updating beliefs with incomplete observations | 2006-02-07 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3157511 | 2005-01-19 | Paper |
| Tree-based credal networks for classification | 2003-11-10 | Paper |
| The naive credal classifier | 2002-08-28 | Paper |
| Exact credal treatment of missing data | 2002-08-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4533885 | 2002-06-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4424570 | 2000-01-01 | Paper |
| 2U: an exact interval propagation algorithm for polytrees with binary variables | 1999-01-12 | Paper |
| A note about redundancy in influence diagrams | 1998-01-01 | Paper |
