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Tag: strategic

  • Strategic A/B testing via Maximum Probability-driven Two-armed Bandit

    Strategic A/B testing via Maximum Probability-driven Two-armed Bandit arXiv:2506.22536v1 Announce Type: new Abstract: Detecting a minor average treatment effect is a major challenge in large-scale applications, where even minimal improvements can have a significant economic impact. Traditional methods, reliant on normal distribution-based or expanded statistics, often fail to identify such minor effects because of their…

  • Gaining Strategic Clarity in AI

    Gaining Strategic Clarity in AI Introducing the AI strategy playbook The post Gaining Strategic Clarity in AI appeared first on Towards Data Science. Dr. Janna Lipenkova Go to original source

  • Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough

    Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough With the help of an intricate geometric construction, we can prove that instance-wise cost functions quickly drive SVC to infinity. In the previous article in this series, we examined the concept of strategic VC dimension (SVC) and its connection to the Fundamental Theorem of Strategic Learning.…