Results for 'Meta-induction, online learning under expert advice, problem of induction, no free lunch theorem, religious prophecy, abductive belief revision'

957 found
Order:
  1.  35
    Meta-induction and religious world-views: reply to Pitts.Gerhard Schurz - forthcoming - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie.
  2.  44
    Induction and direct inference: reply to Williamson.Gerhard Schurz - forthcoming - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie.
  3.  26
    The meta-inductive justification of object-induction: reply to Shogenji.Gerhard Schurz - forthcoming - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie.
  4.  27
    In Search for Optimal Methods: New Insights About Meta-Induction.Gerhard Schurz - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (3):491-522.
    In this paper, the contributions to the account of meta-induction (Schurz 2019) collected in this volume are critically discussed and thereby, new insights are developed. How broad and expandable the program of meta-induction is can be learned from Ortner’s contribution. New insights about the transition from the a priori justification of meta-induction to the a posteriori justification of object-induction emerge from the reflection of Shogenji’s paper. How meta-induction may be applied also to religious prophecies and (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   1 citation  
  5.  42
    The Implications of the No-Free-Lunch Theorems for Meta-induction.David H. Wolpert - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (3):421-432.
    The important recent book by Schurz ( 2019 ) appreciates that the no-free-lunch theorems (NFL) have major implications for the problem of (meta) induction. Here I review the NFL theorems, emphasizing that they do not only concern the case where there is a uniform prior—they prove that there are “as many priors” (loosely speaking) for which any induction algorithm _A_ out-generalizes some induction algorithm _B_ as vice-versa. Importantly though, in addition to the NFL theorems, there are (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   3 citations  
  6. Absolutely No Free Lunches!Gordon Belot - forthcoming - Theoretical Computer Science.
    This paper is concerned with learners who aim to learn patterns in infinite binary sequences: shown longer and longer initial segments of a binary sequence, they either attempt to predict whether the next bit will be a 0 or will be a 1 or they issue forecast probabilities for these events. Several variants of this problem are considered. In each case, a no-free-lunch result of the following form is established: the problem of learning is a (...)
    Direct download  
     
    Export citation  
     
    Bookmark   7 citations  
  7.  29
    How Gruesome are the No-free-lunch Theorems for Machine Learning?Davor Lauc - 2018 - Croatian Journal of Philosophy 18 (3):479-485.
    No-free-lunch theorems are important theoretical result in the fields of machine learning and artificial intelligence. Researchers in this fields often claim that the theorems are based on Hume’s argument about induction and represent a formalisation of the argument. This paper argues that this is erroneous but that the theorems correspond to and formalise Goodman’s new riddle of induction. To demonstrate the correspondence among the theorems and Goodman’s argument, a formalisation of the latter in the spirit of the (...)
    No categories
    Direct download  
     
    Export citation  
     
    Bookmark   3 citations  
  8.  76
    No Free Lunch Theorem, Inductive Skepticism, and the Optimality of Meta-induction.Gerhard Schurz - 2017 - Philosophy of Science 84 (5):825-839.
    The no free lunch theorem is a radicalized version of Hume’s induction skepticism. It asserts that relative to a uniform probability distribution over all possible worlds, all computable prediction algorithms—whether ‘clever’ inductive or ‘stupid’ guessing methods —have the same expected predictive success. This theorem seems to be in conflict with results about meta-induction. According to these results, certain meta-inductive prediction strategies may dominate other methods in their predictive success. In this article this conflict is analyzed and (...)
    Direct download (7 more)  
     
    Export citation  
     
    Bookmark   12 citations  
  9. Theory choice, non-epistemic values, and machine learning.Ravit Dotan - 2020 - Synthese (11):1-21.
    I use a theorem from machine learning, called the “No Free Lunch” theorem to support the claim that non-epistemic values are essential to theory choice. I argue that NFL entails that predictive accuracy is insufficient to favor a given theory over others, and that NFL challenges our ability to give a purely epistemic justification for using other traditional epistemic virtues in theory choice. In addition, I argue that the natural way to overcome NFL’s challenge is to use (...)
    No categories
    Direct download (2 more)  
     
    Export citation  
     
    Bookmark   9 citations  
  10. Meta-induction as a solution to the no free lunch theorem: reply to Wolpert.Gerhard Schurz - forthcoming - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie.
  11.  96
    The No Free Lunch Theorem: Bad News for (white's Account of) the Problem of Induction.Gerhard Schurz - 2021 - Episteme 18 (1):31-45.
    White (2015) proposes an a priori justification of the reliability of inductive prediction methods based on his thesis of induction-friendliness. It asserts that there are by far more induction-friendly event sequences than induction-unfriendly event sequences. In this paper I contrast White's thesis with the famous no free lunch (NFL) theorem. I explain two versions of this theorem, the strong NFL theorem applying to binary and the weak NFL theorem applying to real-valued predictions. I show that both versions refute (...)
    Direct download (2 more)  
     
    Export citation  
     
    Bookmark   2 citations  
  12. The no-free-lunch theorems of supervised learning.Tom F. Sterkenburg & Peter D. Grünwald - 2021 - Synthese 199 (3-4):9979-10015.
    The no-free-lunch theorems promote a skeptical conclusion that all possible machine learning algorithms equally lack justification. But how could this leave room for a learning theory, that shows that some algorithms are better than others? Drawing parallels to the philosophy of induction, we point out that the no-free-lunch results presuppose a conception of learning algorithms as purely data-driven. On this conception, every algorithm must have an inherent inductive bias, that wants justification. We argue (...)
    Direct download (5 more)  
     
    Export citation  
     
    Bookmark   12 citations  
  13.  44
    No free theory choice from machine learning.Bruce Rushing - 2022 - Synthese 200 (5):1-21.
    Ravit Dotan argues that a No Free Lunch theorem from machine learning shows epistemic values are insufficient for deciding the truth of scientific hypotheses. She argues that NFL shows that the best case accuracy of scientific hypotheses is no more than chance. Since accuracy underpins every epistemic value, non-epistemic values are needed to assess the truth of scientific hypotheses. However, NFL cannot be coherently applied to the problem of theory choice. The NFL theorem Dotan’s argument relies (...)
    No categories
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark  
  14.  92
    Breve storia dell'etica.Sergio Cremaschi - 2012 - Roma RM, Italia: Carocci.
    The book reconstructs the history of Western ethics. The approach chosen focuses the endless dialectic of moral codes, or different kinds of ethos, moral doctrines that are preached in order to bring about a reform of existing ethos, and ethical theories that have taken shape in the context of controversies about the ethos and moral doctrines as means of justifying or reforming moral doctrines. Such dialectic is what is meant here by the phrase ‘moral traditions’, taken as a name for (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   7 citations  
  15. Expert deference as a belief revision schema.Joe Roussos - 2020 - Synthese (1-2):1-28.
    When an agent learns of an expert's credence in a proposition about which they are an expert, the agent should defer to the expert and adopt that credence as their own. This is a popular thought about how agents ought to respond to (ideal) experts. In a Bayesian framework, it is often modelled by endowing the agent with a set of priors that achieves this result. But this model faces a number of challenges, especially when applied to (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   2 citations  
  16.  52
    Decolonization Projects.Cornelius Ewuoso - 2023 - Voices in Bioethics 9.
    Photo ID 279661800 © Sidewaypics|Dreamstime.com ABSTRACT Decolonization is complex, vast, and the subject of an ongoing academic debate. While the many efforts to decolonize or dismantle the vestiges of colonialism that remain are laudable, they can also reinforce what they seek to end. For decolonization to be impactful, it must be done with epistemic and cultural humility, requiring decolonial scholars, project leaders, and well-meaning people to be more sensitive to those impacted by colonization and not regularly included in the discourse. (...)
    No categories
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark  
  17.  20
    Adaptive Algorithms for Meta-Induction.Ronald Ortner - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (3):433-450.
    Work in online learning traditionally considered induction-friendly (e.g. stochastic with a fixed distribution) and induction-hostile (adversarial) settings separately. While algorithms like Exp3 that have been developed for the adversarial setting are applicable to the stochastic setting as well, the guarantees that can be obtained are usually worse than those that are available for algorithms that are specifically designed for stochastic settings. Only recently, there is an increasing interest in algorithms that give (near-)optimal guarantees with respect to the underlying (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark  
  18. Belief Revision for Growing Awareness.Katie Steele & H. Orri Stefánsson - 2021 - Mind 130 (520):1207–1232.
    The Bayesian maxim for rational learning could be described as conservative change from one probabilistic belief or credence function to another in response to newinformation. Roughly: ‘Hold fixed any credences that are not directly affected by the learning experience.’ This is precisely articulated for the case when we learn that some proposition that we had previously entertained is indeed true (the rule of conditionalisation). But can this conservative-change maxim be extended to revising one’s credences in response to (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   14 citations  
  19.  85
    Machines Learn Better with Better Data Ontology: Lessons from Philosophy of Induction and Machine Learning Practice.Dan Li - 2023 - Minds and Machines 33 (3):429-450.
    As scientists start to adopt machine learning (ML) as one research tool, the security of ML and the knowledge generated become a concern. In this paper, I explain how supervised ML can be improved with better data ontology, or the way we make categories and turn information into data. More specifically, we should design data ontology in such a way that is consistent with the knowledge that we have about the target phenomenon so that such ontology can help us (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   2 citations  
  20. Searching large spaces: Displacement and the no free lunch regress.William Dembski - manuscript
    Searching for small targets in large spaces is a common problem in the sciences. Because blind search is inadequate for such searches, it needs to be supplemented with additional information, thereby transforming a blind search into an assisted search. This additional information can be quantified and indicates that assisted searches themselves result from searching higher-level search spaces–by conducting, as it were, a search for a search. Thus, the original search gets displaced to a higher-level search. The key result in (...)
     
    Export citation  
     
    Bookmark   2 citations  
  21. Iterated belief revision, reliability, and inductive amnesia.Kevin T. Kelly - 1999 - Erkenntnis 50 (1):11-58.
    Belief revision theory concerns methods for reformulating an agent's epistemic state when the agent's beliefs are refuted by new information. The usual guiding principle in the design of such methods is to preserve as much of the agent's epistemic state as possible when the state is revised. Learning theoretic research focuses, instead, on a learning method's reliability or ability to converge to true, informative beliefs over a wide range of possible environments. This paper bridges the two (...)
    Direct download (10 more)  
     
    Export citation  
     
    Bookmark   17 citations  
  22. Mechanizing Induction.Ronald Ortner & Hannes Leitgeb - 2009 - In Dov Gabbay, The Handbook of the History of Logic. Elsevier. pp. 719--772.
    In this chapter we will deal with “mechanizing” induction, i.e. with ways in which theoretical computer science approaches inductive generalization. In the field of Machine Learning, algorithms for induction are developed. Depending on the form of the available data, the nature of these algorithms may be very different. Some of them combine geometric and statistical ideas, while others use classical reasoning based on logical formalism. However, we are not so much interested in the algorithms themselves, but more on the (...)
    Direct download  
     
    Export citation  
     
    Bookmark   5 citations  
  23. No-Regret Learning Supports Voters’ Competence.Petr Spelda, Vit Stritecky & John Symons - 2024 - Social Epistemology 38 (5):543-559.
    Procedural justifications of democracy emphasize inclusiveness and respect and by doing so come into conflict with instrumental justifications that depend on voters’ competence. This conflict raises questions about jury theorems and makes their standing in democratic theory contested. We show that a type of no-regret learning called meta-induction can help to satisfy the competence assumption without excluding voters or diverse opinion leaders on an a priori basis. Meta-induction assigns weights to opinion leaders based on their past predictive (...)
    Direct download (4 more)  
     
    Export citation  
     
    Bookmark  
  24. Abductive logics in a belief revision framework.Bernard Walliser, Denis Zwirn & Hervé Zwirn - 2004 - Journal of Logic, Language and Information 14 (1):87-117.
    Abduction was first introduced in the epistemological context of scientific discovery. It was more recently analyzed in artificial intelligence, especially with respect to diagnosis analysis or ordinary reasoning. These two fields share a common view of abduction as a general process of hypotheses formation. More precisely, abduction is conceived as a kind of reverse explanation where a hypothesis H can be abduced from events E if H is a good explanation of E. The paper surveys four known schemes for abduction (...)
    Direct download (5 more)  
     
    Export citation  
     
    Bookmark   7 citations  
  25.  96
    AGM Belief Revision in Monotone Modal Logics.Gregory Wheeler - 2010 - LPAR 2010 Short Paper Proceedings.
    Classical modal logics, based on the neighborhood semantics of Scott and Montague, provide a generalization of the familiar normal systems based on Kripke semantics. This paper defines AGM revision operators on several first-order monotonic modal correspondents, where each first-order correspondence language is defined by Marc Pauly’s version of the van Benthem characterization theorem for monotone modal logic. A revision problem expressed in a monotone modal system is translated into first-order logic, the revision is performed, and the (...)
    Direct download  
     
    Export citation  
     
    Bookmark   3 citations  
  26. A Computational Learning Semantics for Inductive Empirical Knowledge.Kevin T. Kelly - 2014 - In Alexandru Baltag & Sonja Smets, Johan van Benthem on Logic and Information Dynamics. Cham, Switzerland: Springer International Publishing. pp. 289-337.
    This chapter presents a new semantics for inductive empirical knowledge. The epistemic agent is represented concretely as a learner who processes new inputs through time and who forms new beliefs from those inputs by means of a concrete, computable learning program. The agent’s belief state is represented hyper-intensionally as a set of time-indexed sentences. Knowledge is interpreted as avoidance of error in the limit and as having converged to true belief from the present time onward. Familiar topics (...)
    No categories
    Direct download  
     
    Export citation  
     
    Bookmark   2 citations  
  27.  11
    On the Need for Multiple, Independent Fact-Checking and Scoring Facilities: A Reply to Gerhard Schurz.Petr Spelda, Vit Stritecky & John Symons - 2024 - Social Epistemology Review and Reply Collective 13 (5):1-4.
    We are thankful to Gerhard Schurz for his response (Schurz 2023) to our paper (Spelda et al. 2023). Spelda et al. (2023) shows how a variant of no-regret learning called meta-induction (Schurz 2008; 2019) can be used for optimal selection from available political alternatives and, as a result, also for increasing voter competence that has come under attack from mis/disinformation. Since our paper takes a first step in applying meta-induction to long-standing issues in Democratic Theory (e.g., (...)
    Direct download  
     
    Export citation  
     
    Bookmark  
  28.  51
    Abduction as Practical Inference.Tomis Kapitan - 2000 - The Commens Encyclopedia: The Digital Encyclopedia of Peirce Studies.
    According to C. S. Peirce, abduction is a rational attempt to locate an explanation for a puzzling phenomenon, where this is a process that includes both generating explanatory hypotheses and selecting certain hypotheses for further scrutiny. Since inference is a controlled process that can be subjected to normative standards, essential to his view of abductive rasoning is that it is correlated to a unique species of correctness that cannot be reduced to deductive validity or inductive strength. This irreducibility claim (...)
    Direct download  
     
    Export citation  
     
    Bookmark   2 citations  
  29. Teaching and learning guide for: Recent work on propositions.Peter Hanks - 2009 - Philosophy Compass 4 (5):889-892.
    Some of the most interesting recent work in philosophy of language and metaphysics is focused on questions about propositions, the abstract, truth-bearing contents of sentences and beliefs. The aim of this guide is to give instructors and students a road map for some significant work on propositions since the mid-1990s. This work falls roughly into two areas: challenges to the existence of propositions and theories about the nature and structure of propositions. The former includes both a widely discussed puzzle about (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark  
  30.  77
    Belief revision controlled by meta-abduction.Vivek Bharathan & John R. Josephson - 2006 - Logic Journal of the IGPL 14 (2):271-285.
    Direct download (4 more)  
     
    Export citation  
     
    Bookmark   1 citation  
  31.  30
    Religious Perspectives on Bioethics, Part I.Laura Jane Bishop & Mary Carrington Coutts - 1994 - Kennedy Institute of Ethics Journal 4 (2):155-183.
    In lieu of an abstract, here is a brief excerpt of the content:Religious Perspectives on Bioethics, Part ILaura Jane Bishop (bio) and Mary Carrington Coutts (bio)This is Part One of a two part Scope Note on Religious Perspectives on Bioethics. Part Two will be published in the December 1994 issue of this Journal. This Scope Note has been organized in alphabetical order by the name of the religious tradition.Contents for Parts 1 and 2Part 1Part 2I.GeneralI.Native AmericanII.African (...) TraditionsReligious TraditionsIII.Bahá'í FaithII.Protestantism—willIV.Buddhism and Confucianisminclude a general sectionV.Eastern Orthodoxyand sections focused onVI.Hinduismspecific denominations.VII.IslamIII.Roman CatholicismVIII.JainismIX.JudaismIntroductionThe many religions of the world bring diverse, and occasionally divergent, attitudes to bioethical issues. These beliefs may guide patients and health care professionals as they seek or provide health care. In an attempt to facilitate understanding of and access to information about these beliefs in our pluralistic and global society, this Scope Note identifies literature by the world's major religious groups on topics relating to bioethics.Topics covered by this Scope Note include general attitudes to health and [End Page 155] health care, the physician-patient relationship, treatment refusal, abortion, contraception, sterilization, reproductive technologies, genetics, mental health, human experimentation, organ transplantation and donation, death, euthanasia, suicide, and prolongation of life. Material was not available on all of these topics for each religion.The literature gathered here represents only a small portion of the available writing on religion and medicine, and is limited to that which comments explicitly on bioethical issues. Some faiths have a rich tradition of writing in bioethics; for others the literature is more limited. Variation in coverage is not intended to indicate the relative importance of a faith, but reflects accessibility and space constraints. Individuals interested in obtaining additional information are encouraged to contact the National Reference Center for Bioethics Literature.Specific citations about a region or country were chosen because of the predominance of a religious tradition within the population. In all cases, variation in spelling represents author usage. This Scope Note treats only the literature published in English, and every attempt has been made to identify English language sources for these faiths.It is important to remember that doctrinal and theological differences exist even within the same denomination and that views of individual patients, family members, and health care providers should be sought.Dictionaries and EncyclopediasMelton, J. Gordon, ed. Encyclopedia of American Religions. Fourth edition. Detroit: Gale Research, 1993. 1217 p. Basic information about the history, sacred texts, membership, educational facilities, publications, and North American addresses are provided for 1,730 churches, denominations, sects, and cults. Bibliographies for many faiths supplement this extensive resource.Reich, Warren T., ed. Encyclopedia of Bioethics. New York: Free Press, Macmillan, 1978. 4 volumes. Articles on all the major religions as they relate to bioethics are included in this highly-regarded encyclopedia. In addition, many of the topical essays feature a section on the views of various faiths on the topic under discussion. For the best use of the Encyclopedia, see the subject index in volume 4. (Note: a revised, second edition is due to be published by Macmillan in late 1994.)GeneralAmerican Psychiatric Association. Committee on Religion and Psychiatry. Guidelines Regarding Possible Conflict Between Psychiatrists' Religious Commitment and Psychiatric Practice. American Journal of Psychiatry 147 (4): 542, April 1990. The American Psychiatric Association recommends that psychiatrists respect their patients' religious beliefs and that they not impose their own [End Page 156] beliefs on their patients.Bankowski, Z., and Bryant, J. H. Health Policy, Ethics and Human Values: Proceedings of the XVIIth CIOMS Round Table Conference, Athens Greece. Geneva: Council for International Organizations of Medical Sciences, 1985. 336 p. Many sections of this volume address issues where religion impacts health policymaking. Africa, the Middle East, Europe, Latin America, and Asia are highlighted for the varied ways in which their religions and cultures are integrated into the provision of health care.Batchelor, Edward, ed. Abortion: The Moral Issues. New York: Pilgrim Press, 1982. 246 p. Batchelor compiles a collection of essays by experts on religious ethics as they relate to abortion. Includes... (shrink)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark  
  32. Teaching & learning guide for: Musical works: Ontology and meta-ontology.Julian Dodd - 2009 - Philosophy Compass 4 (6):1044-1048.
    A work of music is repeatable in the following sense: it can be multiply performed or played in different places at the same time, and each such datable, locatable performance or playing is an occurrence of it: an item in which the work itself is somehow present, and which thereby makes the work manifest to an audience. As I see it, the central challenge in the ontology of musical works is to come up with an ontological proposal (i.e. an account (...)
    Direct download (2 more)  
     
    Export citation  
     
    Bookmark  
  33. Cognitive islands and runaway echo chambers: problems for epistemic dependence on experts.C. Thi Nguyen - 2020 - Synthese 197 (7):2803-2821.
    I propose to study one problem for epistemic dependence on experts: how to locate experts on what I will call cognitive islands. Cognitive islands are those domains for knowledge in which expertise is required to evaluate other experts. They exist under two conditions: first, that there is no test for expertise available to the inexpert; and second, that the domain is not linked to another domain with such a test. Cognitive islands are the places where we have the (...)
    Direct download (4 more)  
     
    Export citation  
     
    Bookmark   45 citations  
  34. Learning from Conditionals.Benjamin Eva, Stephan Hartmann & Soroush Rafiee Rad - 2020 - Mind 129 (514):461-508.
    In this article, we address a major outstanding question of probabilistic Bayesian epistemology: how should a rational Bayesian agent update their beliefs upon learning an indicative conditional? A number of authors have recently contended that this question is fundamentally underdetermined by Bayesian norms, and hence that there is no single update procedure that rational agents are obliged to follow upon learning an indicative conditional. Here we resist this trend and argue that a core set of widely accepted Bayesian (...)
    Direct download (6 more)  
     
    Export citation  
     
    Bookmark   9 citations  
  35. Religious Disagreement.Helen De Cruz - 2018 - Cambridge: Cambridge University Press.
    This Element examines what we can learn from religious disagreement, focusing on disagreement with possible selves and former selves, the epistemic significance of religious agreement, the problem of disagreements between religious experts, and the significance of philosophy of religion. Helen De Cruz shows how religious beliefs of others constitute significant higher-order evidence. At the same time, she advises that we should not necessarily become agnostic about all religious matters, because our cognitive background colors the (...)
  36. Iterated Belief Revision.Robert Stalnaker - 2009 - Erkenntnis 70 (2):189-209.
    This is a discussion of the problem of extending the basic AGM belief revision theory to iterated belief revision: the problem of formulating rules, not only for revising a basic belief state in response to potential new information, but also for revising one’s revision rules in response to potential new information. The emphasis in the paper is on foundational questions about the nature of and motivation for various constraints, and about the methodology (...)
    Direct download (6 more)  
     
    Export citation  
     
    Bookmark   32 citations  
  37.  98
    The Revenge of Ecological Rationality: Strategy-Selection by Meta-Induction Within Changing Environments.Gerhard Schurz & Paul D. Thorn - 2016 - Minds and Machines 26 (1-2):31-59.
    According to the paradigm of adaptive rationality, successful inference and prediction methods tend to be local and frugal. As a complement to work within this paradigm, we investigate the problem of selecting an optimal combination of prediction methods from a given toolbox of such local methods, in the context of changing environments. These selection methods are called meta-inductive strategies, if they are based on the success-records of the toolbox-methods. No absolutely optimal MI strategy exists—a fact that we call (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   17 citations  
  38.  66
    (1 other version)Theory Choice, Theory Change, and Inductive Truth-Conduciveness.Konstantin Genin & Kevin T. Kelly - 2018 - Studia Logica:1-41.
    Synchronic norms of theory choice, a traditional concern in scientific methodology, restrict the theories one can choose in light of given information. Diachronic norms of theory change, as studied in belief revision, restrict how one should change one’s current beliefs in light of new information. Learning norms concern how best to arrive at true beliefs. In this paper, we undertake to forge some rigorous logical relations between the three topics. Concerning, we explicate inductive truth conduciveness in terms (...)
    Direct download (2 more)  
     
    Export citation  
     
    Bookmark   7 citations  
  39.  75
    Meta-induction in epistemic networks and the social spread of knowledge.Gerhard Schurz - 2012 - Episteme 9 (2):151-170.
    Indicators of the reliability of informants are essential for social learning in a society that is initially dominated by ignorance or superstition. Such reliability indicators should be based on meta-induction over records of truth-success. This is the major claim of this paper, and it is supported in two steps. One needs a non-circular justification of the method of meta-induction, as compared to other learning methods. An approach to this problem has been developed in earlier papers (...)
    Direct download (8 more)  
     
    Export citation  
     
    Bookmark   13 citations  
  40.  92
    Prediction with expert advice applied to the problem of prediction with expert advice.Daniel A. Herrmann - 2022 - Synthese 200 (4):1-24.
    We often need to have beliefs about things on which we are not experts. Luckily, we often have access to expert judgements on such topics. But how should we form our beliefs on the basis of expert opinion when experts conflict in their judgments? This is the core of the novice/2-expert problem in social epistemology. A closely related question is important in the context of policy making: how should a policy maker use expert judgments when (...)
    No categories
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   2 citations  
  41.  34
    Abductive belief revision in science.Gerhard Schurz - 2011 - In Erik J. Olson Sebastian Enqvist, Belief Revision meets Philosophy of Science. Springer. pp. 77--104.
    Direct download  
     
    Export citation  
     
    Bookmark   11 citations  
  42. Truth approximation via abductive belief change.Gustavo Cevolani - 2013 - Logic Journal of the IGPL 21 (6):999-1016.
    We investigate the logical and conceptual connections between abductive reasoning construed as a process of belief change, on the one hand, and truth approximation, construed as increasing (estimated) verisimilitude, on the other. We introduce the notion of ‘(verisimilitude-guided) abductive belief change’ and discuss under what conditions abductively changing our theories or beliefs does lead them closer to the truth, and hence tracks truth approximation conceived as the main aim of inquiry. The consequences of our analysis (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   7 citations  
  43.  51
    Does Meta-induction Justify Induction: Or Maybe Something Else?J. Brian Pitts - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (3):393-419.
    According to the Feigl–Reichenbach–Salmon–Schurz pragmatic justification of induction, no predictive method is guaranteed or even likely to work for predicting the future; but if anything will work, induction will work—at least when induction is employed at the meta-level of predictive methods in light of their track records. One entertains a priori all manner of esoteric prediction methods, and is said to arrive a posteriori at the conclusion, based on the actual past, that object-level induction is optimal. Schurz’s refinements largely (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   1 citation  
  44. Hume's skepticism about inductive inference.N. Scott Arnold - 1983 - Journal of the History of Philosophy 21 (1):31-56.
    In lieu of an abstract, here is a brief excerpt of the content: Hume's Skepticism about Inductive Inference N. SCOTT ARNOLD IT HAS BEEN A COMMONPLACE among commentators on Hume's philosophy that he was a radical skeptic about inductive inference. In addition, he is alleged to have been the first philosopher to pose the so-called problem of induction. Until recently, however, Hume's argument in this connection has not been subject to very close scrutiny. As attention has become focused on (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark   10 citations  
  45.  60
    Belief Revision, Conditional Logic and Nonmonotonic Reasoning.Wayne Wobcke - 1995 - Notre Dame Journal of Formal Logic 36 (1):55-103.
    We consider the connections between belief revision, conditional logic and nonmonotonic reasoning, using as a foundation the approach to theory change developed by Alchourrón, Gärdenfors and Makinson (the AGM approach). This is first generalized to allow the iteration of theory change operations to capture the dynamics of epistemic states according to a principle of minimal change of entrenchment. The iterative operations of expansion, contraction and revision are characterized both by a set of postulates and by Grove's construction (...)
    Direct download (5 more)  
     
    Export citation  
     
    Bookmark   7 citations  
  46. A statistical learning approach to a problem of induction.Kino Zhao - manuscript
    At its strongest, Hume's problem of induction denies the existence of any well justified assumptionless inductive inference rule. At the weakest, it challenges our ability to articulate and apply good inductive inference rules. This paper examines an analysis that is closer to the latter camp. It reviews one answer to this problem drawn from the VC theorem in statistical learning theory and argues for its inadequacy. In particular, I show that it cannot be computed, in general, whether (...)
    Direct download (5 more)  
     
    Export citation  
     
    Bookmark   1 citation  
  47. Supraclassical Consequence: Abduction, Induction, and Probability for Commonsense Reasoning.Luis M. Augusto - 2023 - Journal of Knowledge Structures and Systems 4 (1):1 - 46.
    Reasoning over our knowledge bases and theories often requires non-deductive inferences, especially – but by no means only – when commonsense reasoning is the case, i.e. when practical agency is called for. This kind of reasoning can be adequately formalized via the notion of supraclassical consequence, a non-deductive consequence tightly associated with default and non-monotonic reasoning and featuring centrally in abductive, inductive, and probabilistic logical systems. In this paper, we analyze core concepts and problems of these systems in the (...)
    Direct download  
     
    Export citation  
     
    Bookmark  
  48.  90
    Making decisions with evidential probability and objective Bayesian calibration inductive logics.Mantas Radzvilas, William Peden & Francesco De Pretis - forthcoming - International Journal of Approximate Reasoning:1-37.
    Calibration inductive logics are based on accepting estimates of relative frequencies, which are used to generate imprecise probabilities. In turn, these imprecise probabilities are intended to guide beliefs and decisions — a process called “calibration”. Two prominent examples are Henry E. Kyburg's system of Evidential Probability and Jon Williamson's version of Objective Bayesianism. There are many unexplored questions about these logics. How well do they perform in the short-run? Under what circumstances do they do better or worse? What is (...)
    Direct download  
     
    Export citation  
     
    Bookmark  
  49. A Revolutionary New Metaphysics, Based on Consciousness, and a Call to All Philosophers.Lorna Green - manuscript
    June 2022 A Revolutionary New Metaphysics, Based on Consciousness, and a Call to All Philosophers We are in a unique moment of our history unlike any previous moment ever. Virtually all human economies are based on the destruction of the Earth, and we are now at a place in our history where we can foresee if we continue on as we are, our own extinction. As I write, the planet is in deep trouble, heat, fires, great storms, and record flooding, (...)
    No categories
    Direct download  
     
    Export citation  
     
    Bookmark  
  50. Nonindexical Context-Dependence and the Interpretation as Abduction Approach.Erich Rast - 2011 - Lodz Papers in Pragmatics 7 (2):259-279.
    Nonindexical Context-Dependence and the Interpretation as Abduction Approach Inclusive nonindexical context-dependence occurs when the preferred interpretation of an utterance implies its lexically-derived meaning. It is argued that the corresponding processes of free or lexically mandated enrichment can be modeled as abductive inference. A form of abduction is implemented in Simple Type Theory on the basis of a notion of plausibility, which is in turn regarded a preference relation over possible worlds. Since a preordering of doxastic alternatives taken for (...)
    Direct download (4 more)  
     
    Export citation  
     
    Bookmark   1 citation  
1 — 50 / 957