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Generalization error
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11	Generalization in Adaptive Data Analysis and Holdout Reuse Cynthia Dwork∗ Vitaly Feldman† Moritz Hardt‡ Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-09-27 20:31:04 Machine learning Learning Cybernetics Information privacy Generalization error Stability Supervised learning Mutual information Differential privacy Algorithm Information theory Exponential mechanism
12	Stacked Calibration of Off-Policy Policy Evaluation for Video Game Matchmaking Eric Laufer∗ , Raul Chandias Ferrari∗ , Li Yao∗ , Olivier Delalleau† and Yoshua Bengio∗ ∗ Dept. IRO, University of Montreal Add to Reading List Source URL: eldar.mathstat.uoguelph.ca Language: English - Date: 2016-07-12 12:05:04 Artificial neural network Computational neuroscience Mathematical psychology Reinforcement learning Generalization error Deep learning Bayesian network Economic model Robust statistics Expected value Statistics Machine learning
13	We show that any model trained by a stochastic gradient method with few iterations has vanishing generalization error. We prove this by showing the method is algorithmically stable in the sense of Bousquet and Elisseeff. Add to Reading List Source URL: mmds-data.org - Date: 2016-06-23 15:50:48
14	How to speed up the learning mechanism in a connectionist model Szil´ard Vajda, Abdel Bela¨ıd Henri Poincar´e University, Nancy 1 Loria Research Center READ Group Campus Scientifique, BP. 239 Vandoeuvre les Nancy, 54 Add to Reading List Source URL: www.dsi.unifi.it Language: English - Date: 2009-12-17 04:49:47 Artificial neural networks Machine learning Computational neuroscience Pattern recognition Generalization error MNIST database Supervised learning Convolutional neural network Perceptron Support vector machine Multilayer perceptron Statistical classification
15	Analysis of a multi-category classifier Martin Anthony Department of Mathematics, The London School of Economics and Political Science, Houghton Street, London WC2A2AE, U.K. Joel Ratsaby Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2013-01-25 06:09:05 Statistical classification Generalization error
16	Machine learning techniques available in pRoloc Laurent Gatto∗ June 14, 2016 Contents 1 Introduction Add to Reading List Source URL: www.bioconductor.org Language: English - Date: 2016-08-14 02:14:55 Machine learning Statistical classification K-nearest neighbors algorithm Support vector machine Supervised learning Generalization error Naive Bayes classifier
17	On Herding and the Perceptron Cycling Theorem Andrew E. Gelfand, Yutian Chen, Max Welling Department of Computer Science University of California, Irvine {agelfand,yutianc,welling}@ics.uci.edu Add to Reading List Source URL: lvdmaaten.github.io Language: English - Date: 2016-07-16 15:30:43 Machine learning Artificial neural networks Perceptron Conditional random field Supervised learning Pattern recognition Generalization error Structured prediction Kernel perceptron
18	A probabilistic approach to case-based inference Martin Anthony∗ Joel Ratsaby† Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2015-08-03 04:56:41 Machine learning Learning Case-based reasoning Critical thinking Inductive reasoning Reasoning Statistical learning theory Generalization error Expected value Equation solving
19	Mathematical Modelling of Generalization Martin Anthony Department of Mathematics, London School of Economics Houghton Street, London WC2A 2AE, UK www.maths.lse.ac.uk/Personal/martin Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2002-09-24 16:32:03 Machine learning Statistical classification Computational learning theory Decision theory Rademacher complexity Stability VC dimension Support vector machine Sample complexity Generalization error VapnikChervonenkis theory
20	SIMPLIFYING NEURAL NETS BY DISCOVERING FLAT MINIMA Sepp Hochreiter Jurgen Schmidhubery Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2011-08-11 02:59:44 Artificial neural networks Computational neuroscience Computational statistics Mathematical psychology Backpropagation Generalization error