Bias-variance dilemma in ML and neuroscience
Jan 5, 2022
A very interesting paper that tackles the bias-variance dilemma in ML through inspiration from neuroscience (processes in the prefrontal cortex), in the context of reinforcement learning (model-based vs. model free, and predicting state vs. predicting reward).
https://www.cell.com/cell-reports/pdfExtended/S2211-1247(21)01685-5
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