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Revising Berg-Purcell for finite receptor kinetics
From nutrient uptake, to chemoreception, to synaptic transmission, many systems in cell biology depend on molecules diffusing and binding to membrane receptors.
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising
For any label noise problem, there is a unique pair of true class-conditional distributions satisfying the proposed conditions, and we argue that this pair corresponds in a certain sense to maximal denoising of the observed distributions.
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