cshalizi + epistemology 29
Ockham's Razor: Foundations - Carnegie Mellon Center for Formal Epistemology
5 weeks ago by cshalizi
Despite my presence on the program, this should actually be really good.
"Scientific theory choice is guided by judgments of simplicity, a bias frequently referred to as "Ockham's Razor". But what is simplicity and how, if at all, does it help science find the truth? Should we view simple theories as means for obtaining accurate predictions, as classical statisticians recommend? Or should we believe the theories themselves, as Bayesian methods seem to justify? The aim of this workshop is to re-examine the foundations of Ockham's razor, with a firm focus on the connections, if any, between simplicity and truth. "
self-promotion
occams_razor
philosophy_of_science
epistemology
kelly.kevin_t.
kith_and_kin
mayo.deborah
vapnik.v.n.
sober.elliott
leeb.hannes
wasserman.larry
model_selection
statistics
complexity
machine_learning
learning_theory
grunwald.peter
"Scientific theory choice is guided by judgments of simplicity, a bias frequently referred to as "Ockham's Razor". But what is simplicity and how, if at all, does it help science find the truth? Should we view simple theories as means for obtaining accurate predictions, as classical statisticians recommend? Or should we believe the theories themselves, as Bayesian methods seem to justify? The aim of this workshop is to re-examine the foundations of Ockham's razor, with a firm focus on the connections, if any, between simplicity and truth. "
5 weeks ago by cshalizi
Regimens of the Mind: Boyle, Locke, and the Early Modern Cultura Animi Tradition, Corneanu
february 2012 by cshalizi
"a new approach to the epistemological and methodological doctrines of the leading experimental philosophers of seventeenth-century England, an approach that considers their often overlooked moral, psychological, and theological elements. Corneanu focuses on the views about the pursuit of knowledge in the writings of Robert Boyle and John Locke, as well as in those of several of their influences, including Francis Bacon and the early Royal Society virtuosi. She argues that their experimental programs of inquiry fulfill the role of regimens for curing, ordering, and educating the mind toward an ethical purpose, an idea she tracks back to the ancient tradition of cultura animi. "
to:NB
scientific_revolution
history_of_ideas
history_of_science
epistemology
ethics
february 2012 by cshalizi
Sosa, E.: Knowing Full Well.
january 2011 by cshalizi
Possibly interesting, but the sample chapter is so full of transcription errors that I can't read it.
epistemology
books:noted
january 2011 by cshalizi
Experience, heuristics, and choice: Prospects for bounded rationality: Workshop, CMU,1 December 2010
november 2010 by cshalizi
I'll have to miss this, since I'll be teaching and otherwise working, but it looks very interesting.
heuristics
heuristics_and_biases
decision-making
epistemology
bounded_rationality
conferences
cognitive_science
carnegie_mellon
november 2010 by cshalizi
A Material Theory of Induction
may 2010 by cshalizi
"Contrary to formal theories of induction, I argue that there are no universal inductive inference schemas. The inductive inferences of science are grounded in matters of fact that hold only in particular domains, so that all inductive inference is local. Some are so localized as to defy familiar characterization. Since inductive inference schemas are underwritten by facts, we can assess and control the inductive risk taken in an induction by investigating the warrant for its underwriting facts. In learning more facts, we extend our inductive reach by supplying more localized inductive inference schemes. Since a material theory no longer separates the factual and schematic parts of an induction, it proves not to be vulnerable to Hume’s problem of the justification of induction."
induction
epistemology
philosophy_of_science
have_read
re:phil-of-bayes_paper
norton.john
may 2010 by cshalizi
Obsidian Wings: The Davis Tremor
august 2009 by cshalizi
What I find fascinating here is that the right-wing position is one of full-blown social (or more exactly, institutional) relativism and performativity: that "he's guilty" means not "actually, as a matter of fact, he broke the law" but "after following the prescribed rituals, our courts have declared him 'guilty'." Unfortunately, the place this took me next was Judith Butler/Antonin Scalia slash-fic, and I need to scrub out my brain now.
law
us_politics
epistemology
relativism
august 2009 by cshalizi
Cognitive Adaptation: A Pragmatist Approach - Cambridge University Press
august 2009 by cshalizi
... in which pragmatism returns to its roots in the lab, apparently.
pragmatism
philosophy_of_mind
cognitive_science
cognitive_development
epistemology
adaptive_behavior
evolutionary_epistemology
books:noted
august 2009 by cshalizi
The Logic of Knowledge Bases - The MIT Press
february 2009 by cshalizi
"A knowledge-based system decides how to act by running formal reasoning procedures over a body of explicitly represented knowledge—a knowledge base. The system is not programmed for specific tasks; rather, it is told what it needs to know and expected to infer the rest. This book is about the logic of such knowledge bases. It describes in detail the relationship between symbolic representations of knowledge and abstract states of knowledge..."
artificial_intelligence
knowledge_representation
logic
abstraction
representation
epistemology
books:noted
february 2009 by cshalizi
Ockham Efficiency Theorem: Project Page
december 2008 by cshalizi
"[I]n spite of its intuitive appeal, how could Ockham's razor help one find the true theory? For, in an updated version of Plato's Meno paradox, if we already know that the truth is simple, we don't need Ockham's help. And if we don't already know that the truth is simple, what entitles us to assume that it is?
... It is hopeless to provide an a priori explanation how simplicity points at the truth immediately, since the truth may depend upon subtle empirical effects that have not yet been observed or even conceived of. The best that Ockham's razor could guarantee a priori is to keep us on the straightest possible path to the truth, allowing for unavoidable twists and turns along the way as new effects are discovered. In fact, it is possible to define empirical simplicity and efficient convergence to the truth so that Ockham’s razor is the uniquely most efficient strategy for converging to the truth. "
occams_razor
machine_learning
learning_theory
kelly.kevin_t.
epistemology
kith_and_kin
to:blog
... It is hopeless to provide an a priori explanation how simplicity points at the truth immediately, since the truth may depend upon subtle empirical effects that have not yet been observed or even conceived of. The best that Ockham's razor could guarantee a priori is to keep us on the straightest possible path to the truth, allowing for unavoidable twists and turns along the way as new effects are discovered. In fact, it is possible to define empirical simplicity and efficient convergence to the truth so that Ockham’s razor is the uniquely most efficient strategy for converging to the truth. "
december 2008 by cshalizi
Beyond the Hoax: Science, Philosophy and Culture by Alan Sokal, reviewed by Simon Blackburn
august 2008 by cshalizi
Query to self: does this sort of deflation of the claim "science gives us the truth" (by using Tarski to turn that into the OR of lots of claims like "science says that the earth circles the sun, and it does") still work counterfactually? That is, if the Sun _did_ go around the Earth, presumably scientists could figure that out... (Cf. Kevin Kelly, _Logic of Reliable Inquiry_.)
book_reviews
sokal.alan
blackburn.simon
the_french_disease
philosophy_of_science
epistemology
via:arthegall
truth
august 2008 by cshalizi
Logic and Rational Interaction » Clark Glymour on (Formal) Epistemology
june 2008 by cshalizi
C'mon, Clark, tell us how you _really_ feel.
interview
glymour.clark
philosophy
philosophy_of_science
epistemology
via:wintry_smile
kith_and_kin
june 2008 by cshalizi
Gilbert Harman, Sanjeev Kulkarni - Reliable Reasoning: Induction and Statistical Learning Theory - Reviewed by Kevin Kelly, and Conor Mayo-Wilson, Carnegie Mellon University - Philosophical Reviews - University of Notre Dame
may 2008 by cshalizi
Review by Kevin Kelly (the smart one) and Conor Mayo-Wilson. Politely damning.
learning_theory
book_reviews
kelly.kevin_t.
mayo-wilson.conor
kith_and_kin
harman.gilbert
kulkarni.sanjeev
epistemology
methodology
may 2008 by cshalizi
Easily Distracted » Blog Archive » Back to Not Out of Africa
april 2008 by cshalizi
On the one hand, on specific points of ancient history Lefkowitz seemed (& seems) to me to be right. But _her_ work was also politicized...
epistemology
historiography
history_of_ideas
afrocentrism
lefkowitz.mary
academia
ancient_history
civilizations
april 2008 by cshalizi
Ockham's Razor, Truth, and Information
february 2008 by cshalizi
A non-circular explanation of why Ockham's Razor works: a preference for simple theories helps us converge to the truth _faster_, even when the truth is complex.
induction
epistemology
learning_theory
occams_razor
kelly.kevin_t.
bayesianism
information_criteria
information_theory
february 2008 by cshalizi
Eric el pescado. « The Edge of the American West
february 2008 by cshalizi
The search for the historical truth likened to the search for the car keys.
historiography
epistemology
truth
rauchway.eric
steinbeck.john
berube.michael
abstraction
february 2008 by cshalizi
Easily Distracted » Blog Archive » One-A-Day: David Weinberger, Everything is Miscellaneous
february 2008 by cshalizi
Timothy Burke saves me from reading a book. Thank, Tim!
weinberger.david
burke.timothy
book_reviews
internet_utopianism
epistemology
february 2008 by cshalizi
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