منابع مشابه
A Few Notes on Statistical Learning Theory
2 Glivenko-Cantelli Classes 5 2.1 The classical approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 2.1.1 The symmetrization procedure . . . . . . . . . . . . . . . . . . . . . 7 2.1.2 Covering numbers and complexity estimates . . . . . . . . . . . . . . 9 2.2 Combinatorial parameters and covering numbers . . . . . . . . . . . . . . . 12 2.2.1 Uniform entropy and the VC dimen...
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By D. Weight, M.D., Residency Surgeon, Katmandoo. (Concluded from Vol. II., No. 7, page 173.^ Among the Europeans, I may say that any sickness fairly attributable to the climate is unknown. The Sepoys of the escort too are remarkably healthy, although most of them are old men, who have served from twenty-five to forty years in this country. During the last year and a half there has been only on...
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We introduce several techniques for effectively sampling and visualizing the latent spaces of generative models. Replacing linear interpolation with spherical linear interpolation (slerp) prevents diverging from a model’s prior distribution and produces sharper samples. J-Diagrams and MINE grids are introduced as visualizations of manifolds created by analogies and nearest neighbors. We demonst...
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These are a few notes about some of Ray Solomonoff’s foundational work in algorithmic probability, focussing on the universal prior and conceptual jump size, including a few illustrations of how he thought. His induction theory uses Bayes rule to measure and compare the likelihood of different theories describing observations. Can we find good theories? Lsearch is a very good way to search and ...
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ژورنال
عنوان ژورنال: The Classical Quarterly
سال: 1908
ISSN: 0009-8388,1471-6844
DOI: 10.1017/s0009838800017973