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  1. Simple Models in Complex Worlds: Occam’s Razor and Statistical Learning Theory.Falco J. Bargagli Stoffi, Gustavo Cevolani & Giorgio Gnecco - 2022 - Minds and Machines 32 (1):13-42.
    The idea that “simplicity is a sign of truth”, and the related “Occam’s razor” principle, stating that, all other things being equal, simpler models should be preferred to more complex ones, have been long discussed in philosophy and science. We explore these ideas in the context of supervised machine learning, namely the branch of artificial intelligence that studies algorithms which balance simplicity and accuracy in order to effectively learn about the features of the underlying domain. Focusing on statistical learning theory, (...)
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  • The Simplicity of Physical Laws.Eddy Keming Chen - manuscript
    Physical laws are strikingly simple, although there is no a priori reason they must be so. I propose that nomic realists of all types (Humeans and non-Humeans) should accept that simplicity is a fundamental epistemic guide for discovering and evaluating candidate physical laws. This principle of simplicity clarifies and addresses several problems of nomic realism and simplicity. A consequence is that the oft-cited epistemic advantage of Humeanism over non-Humeanism disappears, undercutting an influential epistemological argument for Humeanism. Moreover, simplicity is shown (...)
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  • A challenge for Super-Humeanism: the problem of immanent comparisons.Vera Matarese - 2020 - Synthese 197 (9):4001-4020.
    According to the doctrine of Super-Humeanism, the world’s mosaic consists only of permanent matter points and changing spatial relations, while all the other entities and features figuring in scientific theories are nomological parameters, whose role is merely to build the best law system. In this paper, I develop an argument against Super-Humeanism by pointing out that it is vulnerable to and does not have the resources to solve the well-known problem of immanent comparisons. Firstly, I show that it cannot endorse (...)
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  • Dynamic and stochastic systems as a framework for metaphysics and the philosophy of science.Christian List & Marcus Pivato - 2021 - Synthese 198 (3):2551-2612.
    Scientists often think of the world as a dynamical system, a stochastic process, or a generalization of such a system. Prominent examples of systems are the system of planets orbiting the sun or any other classical mechanical system, a hydrogen atom or any other quantum–mechanical system, and the earth’s atmosphere or any other statistical mechanical system. We introduce a general and unified framework for describing such systems and show how it can be used to examine some familiar philosophical questions, including (...)
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  • Epistemic Simplicity—A Virtue or a Vice?Piotr Lichacz - 2021 - Metaphilosophy 52 (2):200-219.
    Simplicity was recently described in the philosophy of science as “perhaps the most controversial theoretical virtue” (Schindler 2018). It has been also argued that contrary to the standard view, simplicity is not merely a pragmatic virtue but also an epistemic one. Virtue epistemologists are also interested in epistemic virtues, but simplicity is usually absent in their discussions. This paper adduces several contemporary approaches to simplicity showing that in philosophy and in psychology it can be considered either as a virtue or (...)
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  • Ontologically simple theories do not indicate the true nature of complex biological systems: three test cases.Michael Fry - 2020 - History and Philosophy of the Life Sciences 42 (2):1-44.
    A longstanding philosophical premise perceives simplicity as a desirable attribute of scientific theories. One of several raised justifications for this notion is that simple theories are more likely to indicate the true makeup of natural systems. Qualitatively parsimonious hypotheses and theories keep to a minimum the number of different postulated entities within a system. Formulation of such ontologically simple working hypotheses proved to be useful in the experimental probing of narrowly defined bio systems. It is less certain, however, whether qualitatively (...)
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  • Nativism, Empiricism, and Ockham’s Razor.Simon Fitzpatrick - 2015 - Erkenntnis 80 (5):895-922.
    This paper discusses the role that appeals to theoretical simplicity have played in the debate between nativists and empiricists in cognitive science. Both sides have been keen to make use of such appeals in defence of their respective positions about the structure and ontogeny of the human mind. Focusing on the standard simplicity argument employed by empiricist-minded philosophers and cognitive scientists—what I call “the argument for minimal innateness”—I identify various problems with such arguments—in particular, the apparent arbitrariness of the relevant (...)
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  • Pluralism and the absence of truth.Jeremy Wyatt - 2014 - Dissertation, University of Connecticut
    In this dissertation, I argue that we should be pluralists about truth and in turn, eliminativists about the property Truth. Traditional deflationists were right to suspect that there is no such property as Truth. Yet there is a plurality of pluralities of properties which enjoy defining features that Truth would have, were it to exist. So although, in this sense, truth is plural, Truth is non-existent. The resulting account of truth is indebted to deflationism as the provenance of the suspicion (...)
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  • The Numerous Forms of Occam’s Razor and their Effect on Philosophy of Mind.Mikayla L. O'Neal - unknown
    In the first chapter of this paper I focus on the general overview of Occam's Razor, and develop several interpretations and adaptations of Occam's Razor as a principle of simplicity. In the second chapter I apply these different interpretations in the Physicalism/Dualism debate, and critically assess the validity of these implementations of Occam's Razor in philosophy of mind. In the final chapter I give an overview of my discussion thus far, and make assertions about what my paper means for the (...)
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  • A simple model of scientific progress - with examples.Luigi Scorzato - 2016 - In Laura Felline, Antonio Ledd, Francesco Paoli & Emanuele Rossanese (eds.), SILFS 3 - New Directions in Logic and Philosophy of Science. College Publications. pp. 45-56.
    One of the main goals of scientific research is to provide a description of the empirical data which is as accurate and comprehensive as possible, while relying on as few and simple assumptions as possible. In this paper, I propose a definition of the notion of few and simple assumptions that is not affected by known problems. This leads to the introduction of a simple model of scientific progress that is based only on empirical accuracy and conciseness. An essential point (...)
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  • When to defer to supermajority testimony — and when not.Christian List - 2014 - In Jennifer Lackey (ed.), Essays in Collective Epistemology. Oxford University Press. pp. 240-249.
    Pettit (2006) argues that deferring to majority testimony is not generally rational: it may lead to inconsistent beliefs. He suggests that “another ... approach will do better”: deferring to supermajority testimony. But this approach may also lead to inconsistencies. In this paper, I describe conditions under which deference to supermajority testimony ensures consistency, and conditions under which it does not. I also introduce the concept of “consistency of degree k”, which is weaker than full consistency by ruling out only “blatant” (...)
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