Stochastic complexity

1.12.1997


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Table of Contents

Stochastic complexity

Probabilistic models

Why are we here?

Two-part codes

Two-part codes

Two-part codes

Two-part codes

Two-part codes

How about Bayes vs. two-part codes?

Bernoulli once more

Bernoulli once more

Stochastic complexity

One-part code

From the old days of Bayes: Learning Structure (both Sh and qs are uncertain)

MML, MDL, SC and Alice and Bob

Predicting with SC and MML

Predictive coding

From the old days of Bayes: Relation to cross-validation (Dawid 84)

Never ending story ….

Author: Henry Tirri

Email: tirri@cs.helsinki.fi

Home Page: http://www.cs.helsinki.fi/~tirri