Learning theory

Results: 7211



#Item
571Statistics / Statistical inference / Estimation theory / Regression analysis / Nonparametric regression / Linear regression / Machine learning / Stepwise regression / Decision tree learning / Spike-and-slab variable selection / Omnibus test

The Annals of Applied Statistics 2014, Vol. 8, No. 3, 1750–1781 DOI: AOAS755 © Institute of Mathematical Statistics, 2014 VARIABLE SELECTION FOR BART: AN APPLICATION

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Source URL: www-stat.wharton.upenn.edu

Language: English - Date: 2015-10-29 18:32:57
572

Learning Theory for Vector-Valued Distribution Regression∗ Zolt´an Szab´o (Gatsby Computational Neuroscience Unit, University College London)† Abstract

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2015-07-02 20:00:47
    573

    Machine Learning Foundations (機器學習基石) Lecture 6: Theory of Generalization Hsuan-Tien Lin (林軒田)

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    Source URL: www.csie.ntu.edu.tw

    Language: English - Date: 2015-05-12 01:37:01
      574Statistics / Probability / Mathematical analysis / Machine learning / Hilbert space / Graphical models / Probability theory / Belief propagation / Coding theory / Positive-definite kernel / Mixture model / Normal distribution

      Kernel Belief Propagation 1 Le Song,1 Arthur Gretton,1,2 Danny Bickson,1 Yucheng Low,1 Carlos Guestrin1 School of Computer Science, CMU; 2 Gatsby Computational Neuroscience Unit & MPI for Biological Cybernetics

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      Source URL: select.cs.cmu.edu

      Language: English - Date: 2011-07-19 21:41:57
      575Randomness / Design of experiments / Hypothesis testing / Statistical randomness / Statistical theory / Fair coin / Random sequence / Likelihood-ratio test / Random variable / Statistical hypothesis testing / Statistics / Type I and type II errors

      Journal of Experimental Psychology: Learning, Memory, and Cognition 2013, Vol. 39, No. 5, 1473–1490 © 2013 American Psychological Association/$12.00 DOI: a0032397

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      Source URL: cocosci.berkeley.edu

      Language: English - Date: 2015-10-08 17:16:50
      576

      CS269: Machine Learning Theory Lecture 6: Online Learning October 13, 2010 Lecturer: Jennifer Wortman Vaughan Scribe: Shilpa Vijayan, Petch Wannissorn

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      Source URL: www.jennwv.com

      Language: English - Date: 2013-08-25 22:35:26
        577

        CS269: Machine Learning Theory Final Project Guidelines FallProject Overview

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        Source URL: www.jennwv.com

        Language: English - Date: 2013-08-25 22:35:26
          578Graph theory / Mathematics / NP-complete problems / Graph / Dominating set / Graph coloring / Ear decomposition / Directed graph / Matching / Line graph

          JMLR: Workshop and Conference Proceedings vol 40:1–13, 2015 Online Learning with Feedback Graphs: Beyond Bandits Noga Alon NOGAA @ POST. TAU . AC . IL

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          Source URL: jmlr.org

          Language: English - Date: 2015-07-20 20:08:35
          579Algebra / Mathematics / Matrix theory / Linear algebra / Singular value decomposition / Recommender system / Tikhonov regularization / Collaborative filtering / Machine learning / Matrix decomposition / Netflix Prize

          arXiv:1108.2580v2 [cs.LG] 17 AugEfficient Multicore Collaborative Filtering Yao Wu Qiang Yan

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          Source URL: select.cs.cmu.edu

          Language: English - Date: 2012-01-03 11:14:17
          580Academia / Psychology / Cognitive science / Cognition / Psychological theories / Educational psychology / Prototype theory / Semantics / Learning / Psychophysics

          Psychon Bull Rev:785–793 DOIs13423BRIEF REPORT Revealing human inductive biases for category learning

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          Source URL: cocosci.berkeley.edu

          Language: English - Date: 2014-06-02 18:28:21
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