1![Quantifying Generalization in Linearly Weighted Neural Networks (Short title: Quantifying Generalization) Martin Anthony1 and Sean B. Holden2 Abstract Quantifying Generalization in Linearly Weighted Neural Networks (Short title: Quantifying Generalization) Martin Anthony1 and Sean B. Holden2 Abstract](https://www.pdfsearch.io/img/33b3e4d3fff9011a89849dcf69bdef8f.jpg) | Add to Reading ListSource URL: www.maths.lse.ac.ukLanguage: English - Date: 2000-04-03 14:52:08
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2![Cross-validation for binary classification by real-valued functions: theoretical analysis Martin Anthony Department of Mathematics London School of Economics Houghton Street Cross-validation for binary classification by real-valued functions: theoretical analysis Martin Anthony Department of Mathematics London School of Economics Houghton Street](https://www.pdfsearch.io/img/d026fa2663cfed5cf9a37bb60cc997e5.jpg) | Add to Reading ListSource URL: www.maths.lse.ac.ukLanguage: English - Date: 2000-04-03 14:24:41
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3![A Sufficient Condition for Polynomial Distribution-Dependent Learnability Martin Anthony Department of Mathematics London School of Economics Houghton Street A Sufficient Condition for Polynomial Distribution-Dependent Learnability Martin Anthony Department of Mathematics London School of Economics Houghton Street](https://www.pdfsearch.io/img/c98dd21d353b7280f18a463558c4e590.jpg) | Add to Reading ListSource URL: www.maths.lse.ac.ukLanguage: English - Date: 2000-04-03 14:26:58
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4![Probabilistic ‘Generalization’ of Functions and Dimension-based Uniform Convergence Results Martin Anthony Department of Mathematics London School of Economics and Political Science Probabilistic ‘Generalization’ of Functions and Dimension-based Uniform Convergence Results Martin Anthony Department of Mathematics London School of Economics and Political Science](https://www.pdfsearch.io/img/40fd39992ead9f625050482edcabe9d0.jpg) | Add to Reading ListSource URL: www.maths.lse.ac.ukLanguage: English - Date: 2000-04-03 14:58:43
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5![PAC Learning and Artificial Neural Networks Martin Anthony and Norman Biggs Department of Mathematics, London School of Economics and Political Science (University of London), Houghton St., London WC2A 2AE, United Kingdo PAC Learning and Artificial Neural Networks Martin Anthony and Norman Biggs Department of Mathematics, London School of Economics and Political Science (University of London), Houghton St., London WC2A 2AE, United Kingdo](https://www.pdfsearch.io/img/feafe06d868bfbaa7de02903f2534ea4.jpg) | Add to Reading ListSource URL: www.maths.lse.ac.ukLanguage: English - Date: 2000-04-03 14:19:07
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6![LOWER BOUNDS ON LEARNING RANDOM STRUCTURES WITH STATISTICAL QUERIES 1 LOWER BOUNDS ON LEARNING RANDOM STRUCTURES WITH STATISTICAL QUERIES 1](https://www.pdfsearch.io/img/4a2182baee7b86cda99ef7862149b475.jpg) | Add to Reading ListSource URL: www.levreyzin.comLanguage: English - Date: 2010-10-08 08:44:26
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7![Noise-Tolerant Learning, the Parity Problem, and the Statistical Query Model AVRIM BLUM, ADAM KALAI, AND HAL WASSERMAN Carnegie Mellon University, Pittsburgh, Pennsylvania Abstract. We describe a slightly subexponential Noise-Tolerant Learning, the Parity Problem, and the Statistical Query Model AVRIM BLUM, ADAM KALAI, AND HAL WASSERMAN Carnegie Mellon University, Pittsburgh, Pennsylvania Abstract. We describe a slightly subexponential](https://www.pdfsearch.io/img/ad40f57f61c63c719f0cee63159faa4c.jpg) | Add to Reading ListSource URL: research.microsoft.comLanguage: English - Date: 2011-03-02 19:24:24
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8![Learning Theory There are various models for Machine Learning. Today will shall describe one such formal model and a few of its variants. This model is called the Probably Approximately Correct (PAC ) learning model. Th Learning Theory There are various models for Machine Learning. Today will shall describe one such formal model and a few of its variants. This model is called the Probably Approximately Correct (PAC ) learning model. Th](https://www.pdfsearch.io/img/721815c8a7fd670a9968eba109b9207c.jpg) | Add to Reading ListSource URL: www.eng.tau.ac.ilLanguage: English |
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9![Online learning Adversarial RW Hypercube Online learning Adversarial RW Hypercube](https://www.pdfsearch.io/img/3480b75cbf3651575c01b2f8eb3821c3.jpg) | Add to Reading ListSource URL: www.cs.technion.ac.ilLanguage: English - Date: 2009-11-25 08:34:10
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10![6.045J Lecture 19: Probably approximately correct (PAC) learning 6.045J Lecture 19: Probably approximately correct (PAC) learning](https://www.pdfsearch.io/img/13b36848d40ee3d4c0c8527d9ecd91f0.jpg) | Add to Reading ListSource URL: ocw.mit.eduLanguage: English - Date: 2015-05-24 22:10:44
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