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Open AccessJournal ArticleDOI

On the density of families of sets

Norbert Sauer
- 01 Jul 1972 - 
- Vol. 13, Iss: 1, pp 145-147
TLDR
This paper will answer the question in the affirmative by determining the exact upper bound of T if T is a family of subsets of some infinite set S then either there exists to each number n a set A ⊂ S with |A| = n such that |T ∩ A| = 2n or there exists some number N such that •A| c for each A⩾ N and some constant c.
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This article is published in Journal of Combinatorial Theory, Series A.The article was published on 1972-07-01 and is currently open access. It has received 1029 citations till now. The article focuses on the topics: Family of sets & Infinite set.

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Book

The Nature of Statistical Learning Theory

TL;DR: Setting of the learning problem consistency of learning processes bounds on the rate of convergence ofLearning processes controlling the generalization ability of learning process constructing learning algorithms what is important in learning theory?
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A tutorial on support vector regression

TL;DR: This tutorial gives an overview of the basic ideas underlying Support Vector (SV) machines for function estimation, and includes a summary of currently used algorithms for training SV machines, covering both the quadratic programming part and advanced methods for dealing with large datasets.
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The Probabilistic Method

Joel Spencer
TL;DR: A particular set of problems - all dealing with “good” colorings of an underlying set of points relative to a given family of sets - is explored.
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Understanding Machine Learning: From Theory To Algorithms

TL;DR: The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way in an advanced undergraduate or beginning graduate course.
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Prediction, learning, and games

TL;DR: In this paper, the authors provide a comprehensive treatment of the problem of predicting individual sequences using expert advice, a general framework within which many related problems can be cast and discussed, such as repeated game playing, adaptive data compression, sequential investment in the stock market, sequential pattern analysis, and several other problems.
References
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Journal ArticleDOI

Stability, the f.c.p., and superstability; model theoretic properties of formulas in first order theory

TL;DR: In this paper, the authors investigated in detail stable formulas, ranks of types and their definability, the fcp, some syntactical properties of unstable formulas, indiscernible sets and degrees of types in superstable theories.