🏢 Cold Spring Harbor Laboratory
Continual learning with the neural tangent ensemble
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AI Theory
Generalization
🏢 Cold Spring Harbor Laboratory
Neural networks, viewed as Bayesian ensembles of fixed classifiers, enable continual learning without forgetting; posterior updates mirror stochastic gradient descent, offering insights into optimizat…