Paper maps phase transitions in max-pooled multiple instance learning
A minimal model shows freezing and retrieval transitions as softmax sharpness rises, and simulations match the predicted flow.
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Bias-Induced Crossover in Absolute Capacity of Dense Associative Memory
Analysis shows biased patterns cut dense associative memory capacity from N^(n-1)/ln N to O(N^(n/2)), with a bias-induced crossover.