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Econometrics / Statistical inference / Machine learning / Confidence interval / Multi-armed bandit / Thompson sampling / Reinforcement learning / Bayes estimator / Dimensional analysis / Statistics / Measurement / Estimation theory


Thompson Sampling for Complex Online Problems
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Document Date: 2014-02-16 19:30:21

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File Size: 3,17 MB

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City

Haifa / Beijing / /

Company

Neural Information Processing Systems / Let Sa / /

Country

China / /

Facility

Tel Aviv University / Israel Institute of Technology / /

Holiday

Assumption / /

IndustryTerm

elegant algorithm / website publisher / car ads / Online Problems Moreover / decoupled bandit algorithm / machinery / Online Problems Aditya Gopalan ADITYA / Online Problems evolution / car ad / Online Problems Algorithm / numerical algorithms / Online Problems Routing / Online Problems / Online Problems function / /

Organization

Israel Science Foundation / IL Department of Electrical Engineering / Israel Yishay Mansour School of Computer Science / European Research Council / European Union / Israel Institute of Technology / United States-Israel Binational Science Foundation / Tel Aviv University / Tel Aviv / Technion / /

Person

William R. On / Ai / Job Scheduling / /

/

Position

author / RT / scheduler / General / regret RT / /

Product

Thompson / /

PublishedMedium

Machine Learning / Journal of Machine Learning Research / /

RadioStation

CORE / /

Technology

UCB algorithm / OFUL algorithm / UCB-like algorithms / elegant algorithm / KL-UCB algorithm / Machine Learning / decoupled bandit algorithm / Thompson Sampling algorithm / Bayesian-inspired algorithms / ConfidenceBall algorithm / /

SocialTag