As a foundation for inductive inference, Bayesian statistics is attractive because it can provide a complete prescription for learning from data.

As a practical matter many problems that we face today in learning from data, are far more easily solved by Bayesian methods than other approaches. Two phenomena have come together to make this happen:

Our research program in Bayesian methods addresses

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