Thompson sampling

Results: 54



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1

Journal of Machine Learning Research 1 (year) pages Submitted 4/00; PublishedLinear Thompson Sampling Revisited Marc Abeille

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Source URL: ewrl.files.wordpress.com

- Date: 2016-11-21 10:27:42
    2Clearwater National Forest / Geography of British Columbia / Water / Geography of the United States / Clearwater River / Thompson Country / Clearwater Lake / Stream / Transect

    Clearwater River Habitat/Bioassessment Project #46K Sampling and Analysis Plan The Red Lake Watershed District Index of BioIntegrity for the Clearwater River Habitat and Bioassessment Project #46K

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    Source URL: www.redlakewatershed.org

    Language: English - Date: 2008-06-05 11:21:53
    3Statistics / Statistical theory / Estimation theory / Bayesian statistics / Statistical inference / Loss function / Markov decision process / Reinforcement learning / Exponential family / Confidence interval / Likelihood function / Conjugate prior

    JMLR: Workshop and Conference Proceedings vol 40:1–38, 2015 Thompson Sampling for Learning Parameterized Markov Decision Processes Aditya Gopalan

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    Source URL: jmlr.org

    Language: English - Date: 2015-07-20 20:08:36
    4

    JMLR: Workshop and Conference Proceedings vol–25th Annual Conference on Learning Theory Analysis of Thompson Sampling for the Multi-armed Bandit Problem Shipra Agrawal

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    Source URL: www.jmlr.org

    Language: English - Date: 2012-06-17 06:50:47
      5Statistics / Mathematical analysis / Probability distributions / Probability / Beta distribution / Binomial distribution / Optimistic knowledge gradient

      Further Optimal Regret Bounds for Thompson Sampling Navin Goyal Microsoft Research India arXiv:1209.3353v1 [cs.LG] 15 Sep 2012

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      Source URL: arxiv.org

      Language: English - Date: 2012-09-17 20:29:44
      6Statistics / Probability distributions / Statistical inference / Estimation theory / Machine learning / Stochastic optimization / Bayesian inference / Sampling / Normal distribution / Beta distribution / Multi-armed bandit / Confidence interval

      An Empirical Evaluation of Thompson Sampling Lihong Li Yahoo! Research Santa Clara, CA

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      Source URL: papers.nips.cc

      Language: English - Date: 2014-02-24 03:34:34
      7

      Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Microsoft Research India

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      Source URL: jmlr.org

      Language: English - Date: 2013-08-14 01:36:42
        8Sampling / Horvitz–Thompson estimator / Survey sampling / Resampling / Official statistics / Statistician / Variance / Estimator / Leslie Kish / Statistics / Survey methodology / International Statistical Institute

        Microsoft Word - N46 - MAIN-3.doc

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        Source URL: isi-iass.org

        Language: English - Date: 2012-03-16 11:14:34
        9Stratified sampling / Sample size determination / Resampling / Estimator / Variance / Estimation theory / Sample / Horvitz–Thompson estimator / Cluster sampling / Statistics / Sampling / Statistical inference

        A note on double sampling estimate and post estimation with BLS outlier adjustment Seok Dong Kim*, Kyonggi University, Republic of Korea, Sang Eun Lee, Kyonggi University, Republic of Korea, sanglee62@

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        Source URL: www.statistics.gov.hk

        Language: English - Date: 2013-08-22 04:39:17
        10Markov processes / Stochastic control / Statistical inference / Partially observable Markov decision process / Bayesian inference / Thompson sampling / Markov decision process / Reinforcement learning / Machine learning / Statistics / Dynamic programming / Bayesian statistics

        Bayesian Sparse Sampling for On-line Reward Optimization Tao Wang TRYSI @ CS . UALBERTA . CA Daniel Lizotte DLIZOTTE @ CS . UALBERTA . CA

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        Source URL: webdocs.cs.ualberta.ca

        Language: English - Date: 2005-06-17 16:12:19
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