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Robust data sampling in machine learning : a game-theoretic framework for training and validation data selection
Mo, Zhaobin; Di, Xuan; Shi, Rongye - In: Games 14 (2023) 1, pp. 1-13
dataset is heterogeneous and skewed. In this paper, we propose a data sampling method that robustly selects training …/validation data. We formulate the training/validation data sampling process as a two-player game: a trainer aims to sample training … error. Robust sampling is achieved at the game equilibrium. To accelerate the searching process, we adopt reinforcement …
Persistent link: https://www.econbiz.de/10014420298
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The price of incentivizing exploration : a characterization via Thompson sampling and sample complexity
Sellke, Mark; Slivkins, Aleksandrs - In: Operations research 71 (2023) 5, pp. 1706-1732
Persistent link: https://www.econbiz.de/10014393168
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A Bayesian Monte Carlo method for computing the Shapley value : application to weighted voting and bin packing games
Touati, Sofiane; Radjef, Mohammed Said; Sais, Lekhdar - In: Computers & operations research : and their … 125 (2021), pp. 1-12
Persistent link: https://www.econbiz.de/10012390340
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Bayesian analysis of entry games : a simulated likelihood approach without simulation errors
Jo, Jinhee; Seo, Kyoungwon - In: Global economic review 45 (2016) 3, pp. 294-309
Persistent link: https://www.econbiz.de/10011566033
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Bayesian estimation of discrete games of complete information
Narayanan, Sridhar - In: Quantitative marketing and economics : QME 11 (2013) 1, pp. 39-81
Persistent link: https://www.econbiz.de/10009744666
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Bayesian estimation of discrete games of complete information
Narayanan, Sridhar - 2011
Persistent link: https://www.econbiz.de/10009269431
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Uncertainty Quantification with R : Bayesian Methods
Cursi, Eduardo Souza de - 2024
This book is a rigorous but practical presentation of the Bayesian techniques of uncertainty quantification, with applications in R. This volume includes mathematical arguments at the level necessary to make the presentation rigorous and the assumptions clearly established, while maintaining a...
Persistent link: https://www.econbiz.de/10014529692
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Proceedings of the Second Würzburg-Umeå Conference in Statistics : Bayerische Julius-Maximilians-Universität Würzburg, May 18 - 21, 1992
Collani, Elart von (contributor); Göb, Rainer (contributor) - Würzburg-Umeå Conference in Statistics <2, 1992, … - 1992
Persistent link: https://www.econbiz.de/10000934259
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Spieltheoretische Modelle zur Optimierung von stichprobenartigen Vor-Ort-Inspektionen
Abel, Reiner - 1997
Persistent link: https://www.econbiz.de/10000962130
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Survey sampling : a linear game
Stenger, Horst; Gabler, Siegfried; Schmidt, Jochen - 2000
Persistent link: https://www.econbiz.de/10001485856