| Publication | Date of Publication | Type |
|---|
| On the locality of the natural gradient for learning in deep Bayesian networks | 2023-07-12 | Paper |
| Information and complexity, or: where is the information? | 2022-10-23 | Paper |
| Parametrisation independence of the natural gradient in overparametrised systems | 2022-03-22 | Paper |
| A Numerical Efficiency Analysis of a Common Ancestor Condition | 2021-12-08 | Paper |
| Towards a canonical divergence within information geometry | 2021-08-26 | Paper |
| Confounding ghost channels and causality: a new approach to causal information flows | 2021-07-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5858537 | 2021-04-13 | Paper |
| Information decomposition based on cooperative game theory | 2021-04-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5858547 | 2021-04-13 | Paper |
| Divergence functions in information geometry | 2020-03-10 | Paper |
| Information Decomposition based on Cooperative Game Theory | 2019-10-14 | Paper |
| Canonical divergence for flat $\alpha$-connections: Classical and Quantum | 2019-07-25 | Paper |
| Congruent families and invariant tensors | 2019-05-29 | Paper |
| Canonical divergence for measuring classical and quantum complexity | 2019-03-23 | Paper |
| Dynamical Systems induced by Canonical Divergence in dually flat manifolds | 2018-12-11 | Paper |
| Parametrized measure models | 2018-02-15 | Paper |
| Closure measures for coarse-graining of the tent map | 2017-11-17 | Paper |
| Information Geometry | 2017-09-08 | Paper |
| Effective Complexity and Its Relation to Logical Depth | 2017-07-27 | Paper |
| Information geometry on complexity and stochastic interaction | 2016-06-15 | Paper |
| On the Fisher metric of conditional probability polytopes | 2016-06-15 | Paper |
| Invariant Geometric Structures on Statistical Models | 2016-05-25 | Paper |
| Standard Divergence in Manifold of Dual Affine Connections | 2016-05-25 | Paper |
| The Umwelt of an Embodied Agent -- A Measure-Theoretic Definition | 2016-03-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5744844 | 2016-02-19 | Paper |
| Operator-theoretic Identification of Closed Sub-systems of Dynamical Systems | 2015-09-11 | Paper |
| A geometric approach to complexity | 2015-07-27 | Paper |
| Information geometry and sufficient statistics | 2015-06-19 | Paper |
| Maximizing the Divergence from a Hierarchical Model of Quantum States | 2015-04-24 | Paper |
| Quantifying morphological computation | 2014-09-19 | Paper |
| Effective complexity of stationary process realizations | 2014-08-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5495560 | 2014-08-05 | Paper |
| A Theory of Cheap Control in Embodied Systems | 2014-07-25 | Paper |
| Expressive Power and Approximation Errors of Restricted Boltzmann Machines | 2014-06-12 | Paper |
| Maximal Information Divergence from Statistical Models Defined by Neural Networks | 2014-04-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4915355 | 2013-04-10 | Paper |
| Robustness, Canalyzing Functions and Systems Design | 2012-10-29 | Paper |
| Process Dimension of Classical and Non-Commutative Processes | 2012-05-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5389893 | 2012-04-23 | Paper |
| Robustness and Conditional Independence Ideals | 2011-10-06 | Paper |
| Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines | 2011-07-13 | Paper |
| Support sets in exponential families and oriented matroid theory | 2011-06-08 | Paper |
| How should complexity scale with system size? | 2010-06-25 | Paper |
| Hierarchical Models, Marginal Polytopes, and Linear Codes | 2009-07-10 | Paper |
| ON THE GENERATIVE NATURE OF PREDICTION | 2009-06-30 | Paper |
| A refinement of the common cause principle | 2009-06-24 | Paper |
| INFORMATION FLOWS IN CAUSAL NETWORKS | 2008-10-17 | Paper |
| Reductions of hidden information sources | 2006-01-13 | Paper |
| Finite State Automata Resulting from Temporal Information Maximization and a Temporal Learning Rule | 2005-11-08 | Paper |
| On a notion of linear replicator equations | 2005-10-31 | Paper |
| Duality versus dual flatness in quantum information geometry | 2004-12-14 | Paper |
| Locality of Global Stochastic Interaction in Directed Acyclic Networks | 2004-08-19 | Paper |
| Multi-information in the thermodynamic limit | 2004-08-10 | Paper |
| An information-geometric approach to a theory of pragmatic structuring | 2003-05-06 | Paper |
| Dually Flat Manifolds and Global Information Geometry | 2002-08-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2755152 | 2001-11-08 | Paper |
| Hyperplane arrangements separating arbitrary vertex classes in \(n\)-cubes | 2001-03-25 | Paper |
