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  1. 4181

    Acceleration by Stepsize Hedging: Multi-Step Descent and the Silver Stepsize Schedule by Altschuler, Jason, Parrilo, Pablo

    Published 2025
    “…Our proposed Silver Stepsize Schedule optimizes strongly convex functions in � log� 2 ≈ � 0.7864 iterations, where � = 1 + √ 2 is the silver ratio and � is the condition number. …”
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    Article
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    Application and Test of Web-based Adaptive Polyhedral Conjoint Analysis by Dahan, Ely, Hauser, John, Simester, Duncan, Toubia, Olivier

    Published 2003
    “…In response to the need for more rapid and iterative feedback on customer preferences, researchers are developing new web-based conjoint analysis methods that adapt the design of conjoint questions based on a respondent’s answers to previous questions. …”
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    Working Paper
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    Metrics Thermostat by Hauser, John

    Published 2003
    “…Using a thermostat analogy we apply an adaptive control feedback mechanism in which we estimate the incremental improvements in priorities that will increase profits. Iterations of adaptive control seek to maximize profits even if the environment is changing. …”
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    Working Paper
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