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335Objective Bayesian Calibration and the Problem of Non-convex EvidenceBritish Journal for the Philosophy of Science 63 (4): 841-850. 2012.Jon Williamson's Objective Bayesian Epistemology relies upon a calibration norm to constrain credal probability by both quantitative and qualitative evidence. One role of the calibration norm is to ensure that evidence works to constrain a convex set of probability functions. This essay brings into focus a problem for Williamson's theory when qualitative evidence specifies non-convex constraints.
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254Dilation, Disintegrations, and Delayed DecisionsIn Thomas Augistin, Serena Dora, Enrique Miranda & Erik Quaeghebeur (eds.), Proceedings of the 9th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2015), Aracne Editrice. 2015.Both dilation and non-conglomerability have been alleged to conflict with a fundamental principle of Bayesian methodology that we call \textit{Good's Principle}: one should always delay making a terminal decision between alternative courses of action if given the opportunity to first learn, at zero cost, the outcome of an experiment relevant to the decision. In particular, both dilation and non-conglomerability have been alleged to permit or even mandate choosing to make a terminal decision in …Read more
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103Rational acceptance and conjunctive/disjunctive absorptionJournal of Logic, Language and Information 15 (1-2): 49-63. 2006.A bounded formula is a pair consisting of a propositional formula φ in the first coordinate and a real number within the unit interval in the second coordinate, interpreted to express the lower-bound probability of φ. Converting conjunctive/disjunctive combinations of bounded formulas to a single bounded formula consisting of the conjunction/disjunction of the propositions occurring in the collection along with a newly calculated lower probability is called absorption. This paper introduces two …Read more
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106A Resource-bounded Default LogicIn J. Delgrande & T. Schaub (eds.), Proceedings of NMR 2004, Aaai. 2004.This paper presents statistical default logic, an expansion of classical (i.e., Reiter) default logic that allows us to model common inference patterns found in standard inferential statistics, including hypothesis testing and the estimation of a populations mean, variance and proportions. The logic replaces classical defaults with ordered pairs consisting of a Reiter default in the first coordinate and a real number within the unit interval in the second coordinate. This real number represents a…Read more
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78Modelling phenomena and dynamic logic of phenomenaJournal of Applied Non-Classical Logics 22 (1-2): 53-82. 2012.Modelling a complex phenomenon such as the mind presents tremendous computational complexity challenges. Modelling field theory addresses these challenges in a non-traditional way. The main idea behind MFT is to match levels of uncertainty of the model with levels of uncertainty of the evaluation criterion used to identify that model. When a model becomes more certain, then the evaluation criterion is adjusted dynamically to match that change to the model. This process is called the Dynamic Logi…Read more
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1151Is there a logic of information?Journal of Theoretical and Applied Artificial Intelligence 27 (1): 95-98. 2015.Information-based epistemology maintains that ‘being informed’ is an independent cognitive state that cannot be reduced to knowledge or to belief, and the modal logic KTB has been proposed as a model. But what distinguishes the KTB analysis of ‘being informed’, the Brouwersche schema (B), is precisely its downfall, for no logic of information should include (B) and, more generally, no epistemic logic should include (B), either.
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219Probabilistic Logics and Probabilistic NetworksSynthese Library. 2010.Additionally, the text shows how to develop computationally feasible methods to mesh with this framework.
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246Methodological naturalism and epistemic internalismSynthese 163 (3): 315-328. 2008.Epistemic naturalism holds that the results or methodologies from the cognitive sciences are relevant to epistemology, and some have maintained that scientific methods are more compatible with externalist theories of justification than with internalist theories. But practically all discussions about naturalized epistemology are framed exclusively in terms of cognitive psychology, which is only one of the cognitive sciences. The question addressed in this essay is whether a commitment to naturali…Read more
Gregory Wheeler
Frankfurt School Of Finance And Management
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Frankfurt School Of Finance And ManagementProfessor
Areas of Specialization
| Probabilistic Frameworks |
| Machine Learning |
| Formal Epistemology |