The Bayesian reflex unifies online Bayesian learning through belief maintenance, Bayes' theorem updates, and exploration-exploitation balancing, with extensions to climate modeling, time series, prime number discovery, and deep architectures.
Bayesian Nonparametric Dynamic State Space Modeling With Circular Latent States.Journal of Statistical Theory and Practice, 10(1):154– 178, 2016a
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The Bayesian Reflex: Online Learning as the Autonomic Nervous System of Modern and Future AI
The Bayesian reflex unifies online Bayesian learning through belief maintenance, Bayes' theorem updates, and exploration-exploitation balancing, with extensions to climate modeling, time series, prime number discovery, and deep architectures.