scientific article

zbMath1392.62121MaRDI QIDQ2834477

Wei Qian, Yuhong Yang

Publication date: 22 November 2016

Full work available at URL: http://jmlr.csail.mit.edu/papers/v17/13-210.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

nonparametric regressioncontextual bandit problemregret boundupper confidence boundexploration-exploitation tradeoff

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Nonparametric tolerance and confidence regions (62G15) Applications of mathematical programming (90C90) Probabilistic games; gambling (91A60)

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Statistical Inference for Online Decision Making via Stochastic Gradient Descent ⋮ Statistical Inference for Online Decision Making: In a Contextual Bandit Setting

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