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Smoothness-Adaptive Contextual Bandits - MaRDI portal

Smoothness-Adaptive Contextual Bandits (Q5060496)

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scientific article; zbMATH DE number 7640290

Language	Label	Description	Also known as
English	Smoothness-Adaptive Contextual Bandits	scientific article; zbMATH DE number 7640290

Statements

scholarly article

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Smoothness-Adaptive Contextual Bandits (English)

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Ahmadreza Momeni

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Operations Research

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publication date

10 January 2023

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full work available at URL

https://arxiv.org/abs/1910.09714

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zbMATH Keywords

contextual multi-armed bandits

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Hölder smoothness

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self-similarity

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nonparametric confidence intervals

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nonparametric estimation

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experiment design

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MaRDI profile type

MaRDI publication profile

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The Continuum-Armed Bandit Problem

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MNL-Bandit: A Dynamic Learning Approach to Assortment Selection

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Optimal Inference in a Class of Regression Models

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Fast learning rates for plug-in classifiers

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Improved Rates for the Stochastic Continuum-Armed Bandit Problem

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Online Decision Making with High-Dimensional Covariates

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On some global measures of the deviations of density function estimates

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Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems

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Pure Exploration in Multi-armed Bandits Problems

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Honest adaptive confidence bands and self-similar functions

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Adaptive confidence sets in \(L^2\)

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Ideal spatial adaptation by wavelet shrinkage

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Confidence bands in density estimation

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On spatially adaptive estimation of nonparametric regression

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A linear response bandit problem

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Effect of bias estimation on coverage accuracy of bootstrap confidence intervals for a probability density

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Wavelet estimators: Adapting to unknown smoothness

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Dynamic Assortment Personalization in High Dimensions

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Optimal spatial adaptation to inhomogeneous smoothness: An approach based on kernel estimates with variable bandwidth selectors

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Asymptotically Minimax Adaptive Estimation. I: Upper Bounds. Optimally Adaptive Estimates

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On nonparametric confidence intervals

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Optimal adaptive inference in random design binary regression

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A sharp adaptive confidence ball for self-similar functions

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Confidence sets in sparse regression

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The multi-armed bandit problem with covariates

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Adaptive confidence interval for pointwise curve estimation.

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Randomized allocation with arm elimination in a bandit problem with covariates

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Some aspects of the sequential design of experiments

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Bandit problems with side observations

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A One-Armed Bandit Problem with a Concomitant Variable

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Randomized allocation with nonparametric estimation for a multi-armed bandit problem with covariates

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Identifiers

10.1287/opre.2021.2215

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:5060496

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