Bayes optimal template matching for spike sorting - combining fisher discriminant analysis with optimal filtering
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New framework enables decentralized LLM task completion via sequential auctions
Researchers have developed a framework for solving multi-step tasks using a decentralized market of self-interested agents, moving beyond theoretical models that assumed perfect competition. This new approach investigat…
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New theory optimizes selective hypothesis testing by minimizing indecisions
A new arXiv paper introduces a theoretical framework for selective hypothesis testing, aiming to minimize indecisions while achieving a target accuracy below the Bayes error rate. The research characterizes optimal risk…